Overview
Brought to you by YData
Dataset statistics
| Number of variables | 59 |
|---|---|
| Number of observations | 40000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.0 MiB |
| Average record size in memory | 472.0 B |
Variable types
| Text | 3 |
|---|---|
| DateTime | 6 |
| Numeric | 24 |
| Categorical | 24 |
| Boolean | 2 |
Gender has constant value "0" | Constant |
Check_Point has constant value "False" | Constant |
Accident_Severity is highly overall correlated with Fraud_Ind | High correlation |
Accident_Type is highly overall correlated with Collision_Type and 1 other fields | High correlation |
Annual_Mileage is highly overall correlated with Low_Mileage_Discount | High correlation |
Auto_Year is highly overall correlated with Claim_Intensity and 1 other fields | High correlation |
Claim_Intensity is highly overall correlated with Auto_Year and 5 other fields | High correlation |
Collision_Type is highly overall correlated with Accident_Type | High correlation |
Fraud_Ind is highly overall correlated with Accident_Severity | High correlation |
Indemnity_Policy_BI is highly overall correlated with Policy_BI and 1 other fields | High correlation |
Injury_Claim is highly overall correlated with Claim_Intensity and 1 other fields | High correlation |
Low_Mileage_Discount is highly overall correlated with Annual_Mileage | High correlation |
Num_of_Vehicles_Involved is highly overall correlated with Accident_Type | High correlation |
Policy_BI is highly overall correlated with Indemnity_Policy_BI and 1 other fields | High correlation |
Property_Claim is highly overall correlated with Claim_Intensity and 1 other fields | High correlation |
Total_Claim is highly overall correlated with Claim_Intensity and 3 other fields | High correlation |
Vehicle_Claim is highly overall correlated with Claim_Intensity and 1 other fields | High correlation |
Vehicle_Cost is highly overall correlated with Auto_Year and 1 other fields | High correlation |
Wait_Policy_BI is highly overall correlated with Indemnity_Policy_BI and 1 other fields | High correlation |
Garage_Location is highly imbalanced (94.7%) | Imbalance |
Commute_Discount is highly imbalanced (86.1%) | Imbalance |
Vehicle_Cost is uniformly distributed | Uniform |
Claim_ID has unique values | Unique |
Vehicle_Registration has unique values | Unique |
Claim_Intensity has unique values | Unique |
Umbrella_Limit has 31960 (79.9%) zeros | Zeros |
Education has 5801 (14.5%) zeros | Zeros |
Capital_Gains has 20249 (50.6%) zeros | Zeros |
Capital_Loss has 19043 (47.6%) zeros | Zeros |
Accident_Hour has 2044 (5.1%) zeros | Zeros |
Auto_Make has 2713 (6.8%) zeros | Zeros |
Auto_Model has 697 (1.7%) zeros | Zeros |
Auto_Year has 4326 (10.8%) zeros | Zeros |
Vehicle_Color has 9173 (22.9%) zeros | Zeros |
Claim_Duration has 6271 (15.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-25 13:51:09.055996 |
|---|---|
| Analysis finished | 2025-07-25 13:52:04.840913 |
| Duration | 55.78 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Claim_ID
Text
Unique 
| Distinct | 40000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 40000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | AA00000001 |
|---|---|
| 2nd row | AA00000002 |
| 3rd row | AA00000003 |
| 4th row | AA00000004 |
| 5th row | AA00000005 |
| Value | Count | Frequency (%) |
| aa00039985 | 1 | < 0.1% |
| aa00039986 | 1 | < 0.1% |
| aa00039987 | 1 | < 0.1% |
| aa00039988 | 1 | < 0.1% |
| aa00039989 | 1 | < 0.1% |
| aa00039990 | 1 | < 0.1% |
| aa00039991 | 1 | < 0.1% |
| aa00039992 | 1 | < 0.1% |
| aa00039993 | 1 | < 0.1% |
| aa00039994 | 1 | < 0.1% |
| Other values (39990) | 39990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Bind_Date1
Date
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2022-01-01 00:00:00 |
|---|---|
| Maximum | 2023-01-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Customer_Life_Value1
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.999275 |
| Minimum | 12 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 15 |
| median | 18 |
| Q3 | 21 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.7454806 |
|---|---|
| Coefficient of variation (CV) | 0.20809064 |
| Kurtosis | -1.2173609 |
| Mean | 17.999275 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.00046700601 |
| Sum | 719971 |
| Variance | 14.028625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 3148 | 7.9% |
| 18 | 3121 | 7.8% |
| 21 | 3113 | 7.8% |
| 14 | 3108 | 7.8% |
| 12 | 3107 | 7.8% |
| 15 | 3102 | 7.8% |
| 24 | 3090 | 7.7% |
| 23 | 3075 | 7.7% |
| 20 | 3074 | 7.7% |
| 22 | 3065 | 7.7% |
| Other values (3) | 8997 |
| Value | Count | Frequency (%) |
| 12 | 3107 | |
| 13 | 3024 | |
| 14 | 3108 | |
| 15 | 3102 | |
| 16 | 3148 | |
| 17 | 2934 | |
| 18 | 3121 | |
| 19 | 3039 | |
| 20 | 3074 | |
| 21 | 3113 |
| Value | Count | Frequency (%) |
| 24 | 3090 | |
| 23 | 3075 | |
| 22 | 3065 | |
| 21 | 3113 | |
| 20 | 3074 | |
| 19 | 3039 | |
| 18 | 3121 | |
| 17 | 2934 | |
| 16 | 3148 | |
| 15 | 3102 |
Age_Insured
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.94535 |
| Minimum | 19 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 32 |
| median | 38 |
| Q3 | 44 |
| 95-th percentile | 57 |
| Maximum | 64 |
| Range | 45 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.1349603 |
|---|---|
| Coefficient of variation (CV) | 0.23455843 |
| Kurtosis | -0.25047864 |
| Mean | 38.94535 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.48571181 |
| Sum | 1557814 |
| Variance | 83.4475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 1972 | 4.9% |
| 39 | 1955 | 4.9% |
| 41 | 1785 | 4.5% |
| 34 | 1751 | 4.4% |
| 31 | 1712 | 4.3% |
| 30 | 1687 | 4.2% |
| 38 | 1679 | 4.2% |
| 37 | 1661 | 4.2% |
| 40 | 1585 | 4.0% |
| 33 | 1542 | 3.9% |
| Other values (36) | 22671 |
| Value | Count | Frequency (%) |
| 19 | 37 | 0.1% |
| 20 | 37 | 0.1% |
| 21 | 240 | 0.6% |
| 22 | 40 | 0.1% |
| 23 | 256 | 0.6% |
| 24 | 403 | 1.0% |
| 25 | 628 | |
| 26 | 1014 | |
| 27 | 907 | |
| 28 | 1206 |
| Value | Count | Frequency (%) |
| 64 | 96 | 0.2% |
| 63 | 69 | 0.2% |
| 62 | 160 | 0.4% |
| 61 | 432 | |
| 60 | 357 | |
| 59 | 200 | 0.5% |
| 58 | 287 | |
| 57 | 623 | |
| 56 | 313 | |
| 55 | 588 |
Policy_Num
Real number (ℝ)
| Distinct | 1000 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5501353 × 108 |
| Minimum | 1.111789 × 108 |
|---|---|
| Maximum | 1.9994753 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 1.111789 × 108 |
|---|---|
| 5-th percentile | 1.1614359 × 108 |
| Q1 | 1.3169756 × 108 |
| median | 1.5461678 × 108 |
| Q3 | 1.7795754 × 108 |
| 95-th percentile | 1.953107 × 108 |
| Maximum | 1.9994753 × 108 |
| Range | 88768623 |
| Interquartile range (IQR) | 46259987 |
Descriptive statistics
| Standard deviation | 25999828 |
|---|---|
| Coefficient of variation (CV) | 0.16772619 |
| Kurtosis | -1.2910867 |
| Mean | 1.5501353 × 108 |
| Median Absolute Deviation (MAD) | 23186045 |
| Skewness | 0.052351151 |
| Sum | 6.2005411 × 1012 |
| Variance | 6.7599107 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 127845548 | 61 | 0.2% |
| 179715851 | 59 | 0.1% |
| 154616785 | 59 | 0.1% |
| 133661485 | 58 | 0.1% |
| 135463054 | 57 | 0.1% |
| 123000811 | 56 | 0.1% |
| 170154438 | 56 | 0.1% |
| 199665782 | 56 | 0.1% |
| 185295646 | 55 | 0.1% |
| 178610842 | 55 | 0.1% |
| Other values (990) | 39428 |
| Value | Count | Frequency (%) |
| 111178904 | 50 | |
| 111297648 | 46 | |
| 111424913 | 31 | |
| 111441676 | 46 | |
| 111551060 | 44 | |
| 111823129 | 39 | |
| 112117835 | 29 | |
| 112120203 | 40 | |
| 112190907 | 33 | |
| 112265654 | 43 |
| Value | Count | Frequency (%) |
| 199947527 | 46 | |
| 199930219 | 39 | |
| 199815585 | 30 | |
| 199793575 | 52 | |
| 199704644 | 39 | |
| 199665782 | 56 | |
| 199511065 | 38 | |
| 199485035 | 39 | |
| 199133595 | 41 | |
| 199046488 | 45 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14126 | |
| 1 | 13300 | |
| 2 | 12574 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14126 | |
| 1 | 13300 | |
| 2 | 12574 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14126 | |
| 1 | 13300 | |
| 2 | 12574 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14126 | |
| 1 | 13300 | |
| 2 | 12574 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14126 | |
| 1 | 13300 | |
| 2 | 12574 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14126 | |
| 1 | 13300 | |
| 2 | 12574 |
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2023-07-01 00:00:00 |
|---|---|
| Maximum | 2023-11-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
| Distinct | 113 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-05-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Policy_BI
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 250/500 | |
|---|---|
| 100/300 | |
| 500/1000 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.299775 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 500/1000 |
|---|---|
| 2nd row | 250/500 |
| 3rd row | 500/1000 |
| 4th row | 500/1000 |
| 5th row | 250/500 |
Common Values
| Value | Count | Frequency (%) |
| 250/500 | 14047 | |
| 100/300 | 13962 | |
| 500/1000 | 11991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 250/500 | 14047 | |
| 100/300 | 13962 | |
| 500/1000 | 11991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 157944 | |
| 5 | 40085 | 13.7% |
| / | 40000 | 13.7% |
| 1 | 25953 | 8.9% |
| 2 | 14047 | 4.8% |
| 3 | 13962 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 291991 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 157944 | |
| 5 | 40085 | 13.7% |
| / | 40000 | 13.7% |
| 1 | 25953 | 8.9% |
| 2 | 14047 | 4.8% |
| 3 | 13962 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 291991 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 157944 | |
| 5 | 40085 | 13.7% |
| / | 40000 | 13.7% |
| 1 | 25953 | 8.9% |
| 2 | 14047 | 4.8% |
| 3 | 13962 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 291991 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 157944 | |
| 5 | 40085 | 13.7% |
| / | 40000 | 13.7% |
| 1 | 25953 | 8.9% |
| 2 | 14047 | 4.8% |
| 3 | 13962 | 4.8% |
Policy_Ded
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1000 | |
|---|---|
| 500 | |
| 2000 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.657975 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1000 |
|---|---|
| 2nd row | 500 |
| 3rd row | 500 |
| 4th row | 1000 |
| 5th row | 1000 |
Common Values
| Value | Count | Frequency (%) |
| 1000 | 14072 | |
| 500 | 13681 | |
| 2000 | 12247 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1000 | 14072 | |
| 500 | 13681 | |
| 2000 | 12247 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 106319 | |
| 1 | 14072 | 9.6% |
| 5 | 13681 | 9.4% |
| 2 | 12247 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 146319 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 106319 | |
| 1 | 14072 | 9.6% |
| 5 | 13681 | 9.4% |
| 2 | 12247 | 8.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 146319 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 106319 | |
| 1 | 14072 | 9.6% |
| 5 | 13681 | 9.4% |
| 2 | 12247 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 146319 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 106319 | |
| 1 | 14072 | 9.6% |
| 5 | 13681 | 9.4% |
| 2 | 12247 | 8.4% |
Policy_Premium
Real number (ℝ)
| Distinct | 991 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1255.9668 |
| Minimum | 433.33 |
|---|---|
| Maximum | 2047.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 433.33 |
|---|---|
| 5-th percentile | 847.03 |
| Q1 | 1086.21 |
| median | 1259.02 |
| Q3 | 1418.5 |
| 95-th percentile | 1655.79 |
| Maximum | 2047.59 |
| Range | 1614.26 |
| Interquartile range (IQR) | 332.29 |
Descriptive statistics
| Standard deviation | 245.68388 |
|---|---|
| Coefficient of variation (CV) | 0.19561335 |
| Kurtosis | 0.038683109 |
| Mean | 1255.9668 |
| Median Absolute Deviation (MAD) | 164.32 |
| Skewness | -0.0096481834 |
| Sum | 50238672 |
| Variance | 60360.568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1374.22 | 96 | 0.2% |
| 1074.07 | 93 | 0.2% |
| 1524.45 | 87 | 0.2% |
| 1558.29 | 85 | 0.2% |
| 1073.83 | 83 | 0.2% |
| 1281.25 | 72 | 0.2% |
| 1362.87 | 72 | 0.2% |
| 1389.13 | 70 | 0.2% |
| 1215.36 | 67 | 0.2% |
| 1005.47 | 61 | 0.2% |
| Other values (981) | 39214 |
| Value | Count | Frequency (%) |
| 433.33 | 39 | |
| 484.67 | 36 | |
| 538.17 | 42 | |
| 566.11 | 50 | |
| 617.11 | 49 | |
| 625.08 | 43 | |
| 653.66 | 41 | |
| 664.86 | 39 | |
| 671.01 | 40 | |
| 671.92 | 49 |
| Value | Count | Frequency (%) |
| 2047.59 | 39 | |
| 1969.63 | 45 | |
| 1935.85 | 43 | |
| 1927.87 | 29 | |
| 1922.84 | 42 | |
| 1896.91 | 40 | |
| 1878.44 | 41 | |
| 1865.83 | 39 | |
| 1863.04 | 45 | |
| 1861.43 | 44 |
Umbrella_Limit
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1094800 |
| Minimum | 0 |
|---|---|
| Maximum | 10000000 |
| Zeros | 31960 |
| Zeros (%) | 79.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6000000 |
| Maximum | 10000000 |
| Range | 10000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2282606.7 |
|---|---|
| Coefficient of variation (CV) | 2.0849531 |
| Kurtosis | 1.7558994 |
| Mean | 1094800 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8032284 |
| Sum | 4.3792 × 1010 |
| Variance | 5.2102932 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31960 | |
| 6000000 | 2224 | 5.6% |
| 5000000 | 1877 | 4.7% |
| 4000000 | 1588 | 4.0% |
| 7000000 | 1183 | 3.0% |
| 3000000 | 443 | 1.1% |
| 8000000 | 321 | 0.8% |
| 9000000 | 177 | 0.4% |
| 2000000 | 119 | 0.3% |
| 10000000 | 66 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 31960 | |
| 1000000 | 42 | 0.1% |
| 2000000 | 119 | 0.3% |
| 3000000 | 443 | 1.1% |
| 4000000 | 1588 | 4.0% |
| 5000000 | 1877 | 4.7% |
| 6000000 | 2224 | 5.6% |
| 7000000 | 1183 | 3.0% |
| 8000000 | 321 | 0.8% |
| 9000000 | 177 | 0.4% |
| Value | Count | Frequency (%) |
| 10000000 | 66 | 0.2% |
| 9000000 | 177 | 0.4% |
| 8000000 | 321 | 0.8% |
| 7000000 | 1183 | |
| 6000000 | 2224 | |
| 5000000 | 1877 | |
| 4000000 | 1588 | |
| 3000000 | 443 | 1.1% |
| 2000000 | 119 | 0.3% |
| 1000000 | 42 | 0.1% |
Insured_Zip
Real number (ℝ)
| Distinct | 995 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 501415.97 |
| Minimum | 430104 |
|---|---|
| Maximum | 620962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 430104 |
|---|---|
| 5-th percentile | 433275 |
| Q1 | 448436 |
| median | 466498 |
| Q3 | 603251 |
| 95-th percentile | 617463.35 |
| Maximum | 620962 |
| Range | 190858 |
| Interquartile range (IQR) | 154815 |
Descriptive statistics
| Standard deviation | 71712.899 |
|---|---|
| Coefficient of variation (CV) | 0.14302077 |
| Kurtosis | -1.2001256 |
| Mean | 501415.97 |
| Median Absolute Deviation (MAD) | 21940 |
| Skewness | 0.80953764 |
| Sum | 2.0056639 × 1010 |
| Variance | 5.1427399 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 477695 | 92 | 0.2% |
| 446895 | 84 | 0.2% |
| 431202 | 80 | 0.2% |
| 456602 | 71 | 0.2% |
| 469429 | 69 | 0.2% |
| 441871 | 61 | 0.2% |
| 600702 | 59 | 0.1% |
| 477268 | 59 | 0.1% |
| 434733 | 58 | 0.1% |
| 619570 | 57 | 0.1% |
| Other values (985) | 39310 |
| Value | Count | Frequency (%) |
| 430104 | 40 | |
| 430141 | 47 | |
| 430232 | 40 | |
| 430380 | 43 | |
| 430567 | 43 | |
| 430621 | 39 | |
| 430632 | 49 | |
| 430665 | 37 | |
| 430714 | 54 | |
| 430832 | 40 |
| Value | Count | Frequency (%) |
| 620962 | 46 | |
| 620869 | 37 | |
| 620819 | 48 | |
| 620757 | 42 | |
| 620737 | 38 | |
| 620507 | 54 | |
| 620493 | 28 | |
| 620473 | 46 | |
| 620358 | 34 | |
| 620207 | 34 |
Gender
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 40000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 40000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 40000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 40000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 40000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 40000 |
Education
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.953825 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5801 |
| Zeros (%) | 14.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9457486 |
|---|---|
| Coefficient of variation (CV) | 0.65872168 |
| Kurtosis | -1.1666499 |
| Mean | 2.953825 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0087371634 |
| Sum | 118153 |
| Variance | 3.7859375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 6443 | |
| 2 | 6405 | |
| 0 | 5801 | |
| 5 | 5721 | |
| 4 | 5713 | |
| 1 | 4989 | |
| 6 | 4928 |
| Value | Count | Frequency (%) |
| 0 | 5801 | |
| 1 | 4989 | |
| 2 | 6405 | |
| 3 | 6443 | |
| 4 | 5713 | |
| 5 | 5721 | |
| 6 | 4928 |
| Value | Count | Frequency (%) |
| 6 | 4928 | |
| 5 | 5721 | |
| 4 | 5713 | |
| 3 | 6443 | |
| 2 | 6405 | |
| 1 | 4989 | |
| 0 | 5801 |
Occupation
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| machine-op-inspct | |
|---|---|
| prof-specialty | |
| craft-repair | |
| sales | |
| tech-support | |
| Other values (9) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 13.533475 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | adm-clerical |
|---|---|
| 2nd row | protective-serv |
| 3rd row | priv-house-serv |
| 4th row | tech-support |
| 5th row | exec-managerial |
Common Values
| Value | Count | Frequency (%) |
| machine-op-inspct | 3763 | 9.4% |
| prof-specialty | 3391 | 8.5% |
| craft-repair | 3080 | 7.7% |
| sales | 3010 | 7.5% |
| tech-support | 2988 | 7.5% |
| exec-managerial | 2970 | 7.4% |
| priv-house-serv | 2869 | 7.2% |
| other-service | 2864 | 7.2% |
| transport-moving | 2859 | 7.1% |
| armed-forces | 2761 | 6.9% |
| Other values (4) | 9445 |
Length
| Value | Count | Frequency (%) |
| machine-op-inspct | 3763 | 9.4% |
| prof-specialty | 3391 | 8.5% |
| craft-repair | 3080 | 7.7% |
| sales | 3010 | 7.5% |
| tech-support | 2988 | 7.5% |
| exec-managerial | 2970 | 7.4% |
| priv-house-serv | 2869 | 7.2% |
| other-service | 2864 | 7.2% |
| transport-moving | 2859 | 7.1% |
| armed-forces | 2761 | 6.9% |
| Other values (4) | 9445 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 541339 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 541339 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 541339 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Hobbies
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| reading | 2619 |
|---|---|
| exercise | 2282 |
| bungie-jumping | 2263 |
| paintball | 2252 |
| movies | 2237 |
| Other values (15) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 8.110075 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | polo |
|---|---|
| 2nd row | movies |
| 3rd row | board-games |
| 4th row | reading |
| 5th row | camping |
Common Values
| Value | Count | Frequency (%) |
| reading | 2619 | 6.5% |
| exercise | 2282 | 5.7% |
| bungie-jumping | 2263 | 5.7% |
| paintball | 2252 | 5.6% |
| movies | 2237 | 5.6% |
| camping | 2207 | 5.5% |
| kayaking | 2196 | 5.5% |
| golf | 2141 | 5.4% |
| yachting | 2106 | 5.3% |
| hiking | 2054 | 5.1% |
| Other values (10) | 17643 |
Length
| Value | Count | Frequency (%) |
| reading | 2619 | 6.5% |
| exercise | 2282 | 5.7% |
| bungie-jumping | 2263 | 5.7% |
| paintball | 2252 | 5.6% |
| movies | 2237 | 5.6% |
| camping | 2207 | 5.5% |
| kayaking | 2196 | 5.5% |
| golf | 2141 | 5.4% |
| yachting | 2106 | 5.3% |
| hiking | 2054 | 5.1% |
| Other values (10) | 17643 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 324403 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 324403 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 324403 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Insured_Relationship
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| own-child | |
|---|---|
| other-relative | |
| not-in-family | |
| husband | |
| wife |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 9.469525 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other-relative |
|---|---|
| 2nd row | husband |
| 3rd row | other-relative |
| 4th row | own-child |
| 5th row | husband |
Common Values
| Value | Count | Frequency (%) |
| own-child | 7343 | |
| other-relative | 7053 | |
| not-in-family | 6978 | |
| husband | 6758 | |
| wife | 6176 | |
| unmarried | 5692 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| own-child | 7343 | |
| other-relative | 7053 | |
| not-in-family | 6978 | |
| husband | 6758 | |
| wife | 6176 | |
| unmarried | 5692 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 378781 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 378781 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 378781 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Capital_Gains
Real number (ℝ)
Zeros 
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25113.682 |
| Minimum | 0 |
|---|---|
| Maximum | 100500 |
| Zeros | 20249 |
| Zeros (%) | 50.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 50800 |
| 95-th percentile | 70600 |
| Maximum | 100500 |
| Range | 100500 |
| Interquartile range (IQR) | 50800 |
Descriptive statistics
| Standard deviation | 27759.502 |
|---|---|
| Coefficient of variation (CV) | 1.1053537 |
| Kurtosis | -1.2805004 |
| Mean | 25113.682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.47275984 |
| Sum | 1.0045473 × 109 |
| Variance | 7.7058996 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20249 | |
| 46300 | 206 | 0.5% |
| 68500 | 183 | 0.5% |
| 44000 | 140 | 0.4% |
| 45500 | 140 | 0.4% |
| 51500 | 138 | 0.3% |
| 46700 | 133 | 0.3% |
| 59600 | 131 | 0.3% |
| 36900 | 129 | 0.3% |
| 58500 | 127 | 0.3% |
| Other values (328) | 18424 |
| Value | Count | Frequency (%) |
| 0 | 20249 | |
| 800 | 41 | 0.1% |
| 10000 | 46 | 0.1% |
| 11000 | 36 | 0.1% |
| 12100 | 46 | 0.1% |
| 12800 | 43 | 0.1% |
| 13100 | 33 | 0.1% |
| 14100 | 47 | 0.1% |
| 16100 | 48 | 0.1% |
| 17300 | 40 | 0.1% |
| Value | Count | Frequency (%) |
| 100500 | 33 | |
| 98800 | 45 | |
| 94800 | 44 | |
| 91900 | 29 | |
| 90700 | 39 | |
| 88800 | 36 | |
| 88400 | 34 | |
| 87800 | 35 | |
| 84900 | 36 | |
| 83900 | 45 |
Capital_Loss
Real number (ℝ)
Zeros 
| Distinct | 354 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26754.395 |
| Minimum | -111100 |
|---|---|
| Maximum | 0 |
| Zeros | 19043 |
| Zeros (%) | 47.6% |
| Negative | 20957 |
| Negative (%) | 52.4% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -111100 |
|---|---|
| 5-th percentile | -72100 |
| Q1 | -51500 |
| median | -22400 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 111100 |
| Interquartile range (IQR) | 51500 |
Descriptive statistics
| Standard deviation | 28088.848 |
|---|---|
| Coefficient of variation (CV) | -1.0498779 |
| Kurtosis | -1.3114989 |
| Mean | -26754.395 |
| Median Absolute Deviation (MAD) | 22400 |
| Skewness | -0.39283306 |
| Sum | -1.0701758 × 109 |
| Variance | 7.889834 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19043 | |
| -31700 | 217 | 0.5% |
| -53700 | 191 | 0.5% |
| -50300 | 181 | 0.5% |
| -49200 | 176 | 0.4% |
| -32800 | 174 | 0.4% |
| -53800 | 169 | 0.4% |
| -61400 | 161 | 0.4% |
| -51000 | 153 | 0.4% |
| -58400 | 151 | 0.4% |
| Other values (344) | 19384 |
| Value | Count | Frequency (%) |
| -111100 | 44 | |
| -93600 | 45 | |
| -91400 | 29 | |
| -91200 | 42 | |
| -90600 | 48 | |
| -90200 | 30 | |
| -90100 | 34 | |
| -89400 | 37 | |
| -88300 | 41 | |
| -87300 | 36 |
| Value | Count | Frequency (%) |
| 0 | 19043 | |
| -5700 | 26 | 0.1% |
| -6300 | 36 | 0.1% |
| -8500 | 48 | 0.1% |
| -10600 | 42 | 0.1% |
| -12100 | 29 | 0.1% |
| -13200 | 38 | 0.1% |
| -13800 | 48 | 0.1% |
| -15600 | 36 | 0.1% |
| -15700 | 76 | 0.2% |
Garage_Location
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| False | |
|---|---|
| True | 242 |
| Value | Count | Frequency (%) |
| False | 39758 | |
| True | 242 | 0.6% |
Accident_Date
Date
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-03-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Accident_Type
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 0 | |
|---|---|
| 2 | |
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16817 | |
| 2 | 16110 | |
| 3 | 3710 | 9.3% |
| 1 | 3363 | 8.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16817 | |
| 2 | 16110 | |
| 3 | 3710 | 9.3% |
| 1 | 3363 | 8.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16817 | |
| 2 | 16110 | |
| 3 | 3710 | 9.3% |
| 1 | 3363 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 16817 | |
| 2 | 16110 | |
| 3 | 3710 | 9.3% |
| 1 | 3363 | 8.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 16817 | |
| 2 | 16110 | |
| 3 | 3710 | 9.3% |
| 1 | 3363 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 16817 | |
| 2 | 16110 | |
| 3 | 3710 | 9.3% |
| 1 | 3363 | 8.4% |
Collision_Type
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 11728 | |
| 2 | 11047 | |
| 0 | 10152 | |
| 3 | 7073 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 11728 | |
| 2 | 11047 | |
| 0 | 10152 | |
| 3 | 7073 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11728 | |
| 2 | 11047 | |
| 0 | 10152 | |
| 3 | 7073 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 11728 | |
| 2 | 11047 | |
| 0 | 10152 | |
| 3 | 7073 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 11728 | |
| 2 | 11047 | |
| 0 | 10152 | |
| 3 | 7073 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 11728 | |
| 2 | 11047 | |
| 0 | 10152 | |
| 3 | 7073 |
Accident_Severity
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 14222 | |
| 2 | 11187 | |
| 0 | 11052 | |
| 3 | 3539 | 8.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 14222 | |
| 2 | 11187 | |
| 0 | 11052 | |
| 3 | 3539 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14222 | |
| 2 | 11187 | |
| 0 | 11052 | |
| 3 | 3539 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14222 | |
| 2 | 11187 | |
| 0 | 11052 | |
| 3 | 3539 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14222 | |
| 2 | 11187 | |
| 0 | 11052 | |
| 3 | 3539 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14222 | |
| 2 | 11187 | |
| 0 | 11052 | |
| 3 | 3539 | 8.8% |
authorities_contacted
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 | |
| 0 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 11491 | |
| 1 | 8801 | |
| 2 | 8102 | |
| 0 | 8006 | |
| 4 | 3600 | 9.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 11491 | |
| 1 | 8801 | |
| 2 | 8102 | |
| 0 | 8006 | |
| 4 | 3600 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 11491 | |
| 1 | 8801 | |
| 2 | 8102 | |
| 0 | 8006 | |
| 4 | 3600 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 11491 | |
| 1 | 8801 | |
| 2 | 8102 | |
| 0 | 8006 | |
| 4 | 3600 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 11491 | |
| 1 | 8801 | |
| 2 | 8102 | |
| 0 | 8006 | |
| 4 | 3600 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 11491 | |
| 1 | 8801 | |
| 2 | 8102 | |
| 0 | 8006 | |
| 4 | 3600 | 9.0% |
Acccident_State
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| NY | |
|---|---|
| SC | |
| WV | |
| VA | |
| NC | |
| Other values (2) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | VA |
|---|---|
| 2nd row | NC |
| 3rd row | PA |
| 4th row | SC |
| 5th row | OH |
Common Values
| Value | Count | Frequency (%) |
| NY | 10493 | |
| SC | 9913 | |
| WV | 8736 | |
| VA | 4382 | |
| NC | 4375 | |
| PA | 1207 | 3.0% |
| OH | 894 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ny | 10493 | |
| sc | 9913 | |
| wv | 8736 | |
| va | 4382 | |
| nc | 4375 | |
| pa | 1207 | 3.0% |
| oh | 894 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 14868 | |
| C | 14288 | |
| V | 13118 | |
| Y | 10493 | |
| S | 9913 | |
| W | 8736 | |
| A | 5589 | 7.0% |
| P | 1207 | 1.5% |
| O | 894 | 1.1% |
| H | 894 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 80000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 14868 | |
| C | 14288 | |
| V | 13118 | |
| Y | 10493 | |
| S | 9913 | |
| W | 8736 | |
| A | 5589 | 7.0% |
| P | 1207 | 1.5% |
| O | 894 | 1.1% |
| H | 894 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 80000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 14868 | |
| C | 14288 | |
| V | 13118 | |
| Y | 10493 | |
| S | 9913 | |
| W | 8736 | |
| A | 5589 | 7.0% |
| P | 1207 | 1.5% |
| O | 894 | 1.1% |
| H | 894 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 80000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 14868 | |
| C | 14288 | |
| V | 13118 | |
| Y | 10493 | |
| S | 9913 | |
| W | 8736 | |
| A | 5589 | 7.0% |
| P | 1207 | 1.5% |
| O | 894 | 1.1% |
| H | 894 | 1.1% |
Acccident_City
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Springfield | |
|---|---|
| Columbus | |
| Northbend | |
| Arlington | |
| Riverwood | |
| Other values (2) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.291 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Columbus |
|---|---|
| 2nd row | Arlington |
| 3rd row | Northbend |
| 4th row | Columbus |
| 5th row | Hillsdale |
Common Values
| Value | Count | Frequency (%) |
| Springfield | 6343 | |
| Columbus | 5953 | |
| Northbend | 5928 | |
| Arlington | 5767 | |
| Riverwood | 5556 | |
| Hillsdale | 5546 | |
| Northbrook | 4907 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| springfield | 6343 | |
| columbus | 5953 | |
| northbend | 5928 | |
| arlington | 5767 | |
| riverwood | 5556 | |
| hillsdale | 5546 | |
| northbrook | 4907 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 43481 | 11.7% |
| l | 34701 | 9.3% |
| r | 33408 | 9.0% |
| i | 29555 | 8.0% |
| n | 23805 | 6.4% |
| d | 23373 | 6.3% |
| e | 23373 | 6.3% |
| b | 16788 | 4.5% |
| t | 16602 | 4.5% |
| g | 12110 | 3.3% |
| Other values (16) | 114444 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 371640 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 43481 | 11.7% |
| l | 34701 | 9.3% |
| r | 33408 | 9.0% |
| i | 29555 | 8.0% |
| n | 23805 | 6.4% |
| d | 23373 | 6.3% |
| e | 23373 | 6.3% |
| b | 16788 | 4.5% |
| t | 16602 | 4.5% |
| g | 12110 | 3.3% |
| Other values (16) | 114444 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 371640 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 43481 | 11.7% |
| l | 34701 | 9.3% |
| r | 33408 | 9.0% |
| i | 29555 | 8.0% |
| n | 23805 | 6.4% |
| d | 23373 | 6.3% |
| e | 23373 | 6.3% |
| b | 16788 | 4.5% |
| t | 16602 | 4.5% |
| g | 12110 | 3.3% |
| Other values (16) | 114444 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 371640 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 43481 | 11.7% |
| l | 34701 | 9.3% |
| r | 33408 | 9.0% |
| i | 29555 | 8.0% |
| n | 23805 | 6.4% |
| d | 23373 | 6.3% |
| e | 23373 | 6.3% |
| b | 16788 | 4.5% |
| t | 16602 | 4.5% |
| g | 12110 | 3.3% |
| Other values (16) | 114444 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
Length
| Max length | 23 |
|---|---|
| Median length | 20 |
| Mean length | 14.766975 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7819 Oak St |
|---|---|
| 2nd row | 7609 Rock St |
| 3rd row | 4618 Flute Ave |
| 4th row | 1229 5th Ave |
| 5th row | 1643 Washington Hwy |
| Value | Count | Frequency (%) |
| drive | 6986 | 5.8% |
| lane | 6872 | 5.7% |
| ridge | 6853 | 5.7% |
| st | 6796 | 5.7% |
| ave | 6372 | 5.3% |
| hwy | 6121 | 5.1% |
| 4th | 2274 | 1.9% |
| 5th | 2010 | 1.7% |
| texas | 1905 | 1.6% |
| britain | 1815 | 1.5% |
| Other values (961) | 71996 |
Most occurring characters
| Value | Count | Frequency (%) |
| 80000 | 13.5% | |
| e | 49691 | 8.4% |
| i | 25334 | 4.3% |
| a | 24183 | 4.1% |
| n | 20843 | 3.5% |
| r | 19666 | 3.3% |
| t | 18943 | 3.2% |
| 5 | 18713 | 3.2% |
| 1 | 17834 | 3.0% |
| 3 | 17518 | 3.0% |
| Other values (39) | 297954 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 590679 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 80000 | 13.5% | |
| e | 49691 | 8.4% |
| i | 25334 | 4.3% |
| a | 24183 | 4.1% |
| n | 20843 | 3.5% |
| r | 19666 | 3.3% |
| t | 18943 | 3.2% |
| 5 | 18713 | 3.2% |
| 1 | 17834 | 3.0% |
| 3 | 17518 | 3.0% |
| Other values (39) | 297954 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 590679 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 80000 | 13.5% | |
| e | 49691 | 8.4% |
| i | 25334 | 4.3% |
| a | 24183 | 4.1% |
| n | 20843 | 3.5% |
| r | 19666 | 3.3% |
| t | 18943 | 3.2% |
| 5 | 18713 | 3.2% |
| 1 | 17834 | 3.0% |
| 3 | 17518 | 3.0% |
| Other values (39) | 297954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 590679 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 80000 | 13.5% | |
| e | 49691 | 8.4% |
| i | 25334 | 4.3% |
| a | 24183 | 4.1% |
| n | 20843 | 3.5% |
| r | 19666 | 3.3% |
| t | 18943 | 3.2% |
| 5 | 18713 | 3.2% |
| 1 | 17834 | 3.0% |
| 3 | 17518 | 3.0% |
| Other values (39) | 297954 |
Accident_Hour
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.6352 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 2044 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 12 |
| Q3 | 17 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.9515127 |
|---|---|
| Coefficient of variation (CV) | 0.59745537 |
| Kurtosis | -1.1989171 |
| Mean | 11.6352 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.034852126 |
| Sum | 465408 |
| Variance | 48.323529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 2228 | 5.6% |
| 17 | 2164 | 5.4% |
| 0 | 2044 | 5.1% |
| 23 | 2007 | 5.0% |
| 16 | 1944 | 4.9% |
| 10 | 1863 | 4.7% |
| 4 | 1861 | 4.7% |
| 13 | 1837 | 4.6% |
| 6 | 1761 | 4.4% |
| 9 | 1680 | 4.2% |
| Other values (14) | 20611 |
| Value | Count | Frequency (%) |
| 0 | 2044 | |
| 1 | 1175 | |
| 2 | 1238 | |
| 3 | 2228 | |
| 4 | 1861 | |
| 5 | 1290 | |
| 6 | 1761 | |
| 7 | 1554 | |
| 8 | 1409 | |
| 9 | 1680 |
| Value | Count | Frequency (%) |
| 23 | 2007 | |
| 22 | 1532 | |
| 21 | 1664 | |
| 20 | 1407 | |
| 19 | 1587 | |
| 18 | 1669 | |
| 17 | 2164 | |
| 16 | 1944 | |
| 15 | 1591 | |
| 14 | 1611 |
Num_of_Vehicles_Involved
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | 1253 |
| 4 | 1250 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 4 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 23183 | |
| 3 | 14314 | |
| 2 | 1253 | 3.1% |
| 4 | 1250 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 23183 | |
| 3 | 14314 | |
| 2 | 1253 | 3.1% |
| 4 | 1250 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 23183 | |
| 3 | 14314 | |
| 2 | 1253 | 3.1% |
| 4 | 1250 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 23183 | |
| 3 | 14314 | |
| 2 | 1253 | 3.1% |
| 4 | 1250 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 23183 | |
| 3 | 14314 | |
| 2 | 1253 | 3.1% |
| 4 | 1250 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 23183 | |
| 3 | 14314 | |
| 2 | 1253 | 3.1% |
| 4 | 1250 | 3.1% |
Property_Damage
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 14477 | |
| 0 | 13482 | |
| 2 | 12041 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 14477 | |
| 0 | 13482 | |
| 2 | 12041 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14477 | |
| 0 | 13482 | |
| 2 | 12041 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14477 | |
| 0 | 13482 | |
| 2 | 12041 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14477 | |
| 0 | 13482 | |
| 2 | 12041 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 14477 | |
| 0 | 13482 | |
| 2 | 12041 |
Bodily_Injuries
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 13381 | |
| 0 | 13312 | |
| 1 | 13307 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 13381 | |
| 0 | 13312 | |
| 1 | 13307 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 13381 | |
| 0 | 13312 | |
| 1 | 13307 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 13381 | |
| 0 | 13312 | |
| 1 | 13307 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 13381 | |
| 0 | 13312 | |
| 1 | 13307 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 13381 | |
| 0 | 13312 | |
| 1 | 13307 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10231 | |
| 0 | 10108 | |
| 2 | 9907 | |
| 3 | 9754 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10231 | |
| 0 | 10108 | |
| 2 | 9907 | |
| 3 | 9754 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10231 | |
| 0 | 10108 | |
| 2 | 9907 | |
| 3 | 9754 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10231 | |
| 0 | 10108 | |
| 2 | 9907 | |
| 3 | 9754 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10231 | |
| 0 | 10108 | |
| 2 | 9907 | |
| 3 | 9754 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10231 | |
| 0 | 10108 | |
| 2 | 9907 | |
| 3 | 9754 |
Police_Report
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 13716 | |
| 0 | 13634 | |
| 1 | 12650 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 13716 | |
| 0 | 13634 | |
| 1 | 12650 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 13716 | |
| 0 | 13634 | |
| 1 | 12650 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 13716 | |
| 0 | 13634 | |
| 1 | 12650 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 13716 | |
| 0 | 13634 | |
| 1 | 12650 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 13716 | |
| 0 | 13634 | |
| 1 | 12650 |
DL_Expiry_Date
Date
| Distinct | 365 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-02 00:00:00 |
|---|---|
| Maximum | 2026-05-09 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Claims_Date
Date
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-03-06 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Auto_Make
Real number (ℝ)
Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5581 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 2713 |
| Zeros (%) | 6.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.015075 |
|---|---|
| Coefficient of variation (CV) | 0.61223144 |
| Kurtosis | -1.2371413 |
| Mean | 6.5581 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.023177176 |
| Sum | 262324 |
| Variance | 16.120827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3255 | 8.1% |
| 11 | 3247 | 8.1% |
| 10 | 3118 | 7.8% |
| 9 | 3108 | 7.8% |
| 3 | 3085 | 7.7% |
| 5 | 2889 | 7.2% |
| 12 | 2782 | 7.0% |
| 8 | 2742 | 6.9% |
| 2 | 2736 | 6.8% |
| 0 | 2713 | 6.8% |
| Other values (4) | 10325 |
| Value | Count | Frequency (%) |
| 0 | 2713 | |
| 1 | 2701 | |
| 2 | 2736 | |
| 3 | 3085 | |
| 4 | 3255 | |
| 5 | 2889 | |
| 6 | 2266 | |
| 7 | 2668 | |
| 8 | 2742 | |
| 9 | 3108 |
| Value | Count | Frequency (%) |
| 13 | 2690 | |
| 12 | 2782 | |
| 11 | 3247 | |
| 10 | 3118 | |
| 9 | 3108 | |
| 8 | 2742 | |
| 7 | 2668 | |
| 6 | 2266 | |
| 5 | 2889 | |
| 4 | 3255 |
Auto_Model
Real number (ℝ)
Zeros 
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.339125 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 697 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 36 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 11.099968 |
|---|---|
| Coefficient of variation (CV) | 0.57396436 |
| Kurtosis | -1.1913337 |
| Mean | 19.339125 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.076487036 |
| Sum | 773565 |
| Variance | 123.2093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 1751 | 4.4% |
| 36 | 1663 | 4.2% |
| 27 | 1504 | 3.8% |
| 4 | 1489 | 3.7% |
| 23 | 1443 | 3.6% |
| 20 | 1399 | 3.5% |
| 28 | 1291 | 3.2% |
| 21 | 1286 | 3.2% |
| 5 | 1212 | 3.0% |
| 29 | 1188 | 3.0% |
| Other values (29) | 25774 |
| Value | Count | Frequency (%) |
| 0 | 697 | |
| 1 | 1047 | |
| 2 | 1007 | |
| 3 | 1064 | |
| 4 | 1489 | |
| 5 | 1212 | |
| 6 | 541 | 1.4% |
| 7 | 767 | |
| 8 | 836 | |
| 9 | 1088 |
| Value | Count | Frequency (%) |
| 38 | 625 | 1.6% |
| 37 | 885 | |
| 36 | 1663 | |
| 35 | 954 | |
| 34 | 987 | |
| 33 | 828 | |
| 32 | 947 | |
| 31 | 442 | 1.1% |
| 30 | 1751 | |
| 29 | 1188 |
Auto_Year
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5139 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 4326 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8499403 |
|---|---|
| Coefficient of variation (CV) | 0.63136984 |
| Kurtosis | -1.2317176 |
| Mean | 4.5139 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.079136501 |
| Sum | 180556 |
| Variance | 8.1221598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 5792 | |
| 0 | 4326 | |
| 6 | 4019 | |
| 3 | 3970 | |
| 5 | 3816 | |
| 2 | 3816 | |
| 1 | 3679 | |
| 8 | 3621 | |
| 4 | 3604 | |
| 9 | 3357 |
| Value | Count | Frequency (%) |
| 0 | 4326 | |
| 1 | 3679 | |
| 2 | 3816 | |
| 3 | 3970 | |
| 4 | 3604 | |
| 5 | 3816 | |
| 6 | 4019 | |
| 7 | 5792 | |
| 8 | 3621 | |
| 9 | 3357 |
| Value | Count | Frequency (%) |
| 9 | 3357 | |
| 8 | 3621 | |
| 7 | 5792 | |
| 6 | 4019 | |
| 5 | 3816 | |
| 4 | 3604 | |
| 3 | 3970 | |
| 2 | 3816 | |
| 1 | 3679 | |
| 0 | 4326 |
Vehicle_Color
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.493875 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 9173 |
| Zeros (%) | 22.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9090059 |
|---|---|
| Coefficient of variation (CV) | 0.76547779 |
| Kurtosis | -1.4776308 |
| Mean | 2.493875 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.060153506 |
| Sum | 99755 |
| Variance | 3.6443036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 10261 | |
| 0 | 9173 | |
| 2 | 7357 | |
| 1 | 5158 | |
| 4 | 4425 | |
| 3 | 3626 | 9.1% |
| Value | Count | Frequency (%) |
| 0 | 9173 | |
| 1 | 5158 | |
| 2 | 7357 | |
| 3 | 3626 | 9.1% |
| 4 | 4425 | |
| 5 | 10261 |
| Value | Count | Frequency (%) |
| 5 | 10261 | |
| 4 | 4425 | |
| 3 | 3626 | 9.1% |
| 2 | 7357 | |
| 1 | 5158 | |
| 0 | 9173 |
Vehicle_Cost
Real number (ℝ)
High correlation  Uniform 
| Distinct | 39468 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19665.996 |
| Minimum | 0 |
|---|---|
| Maximum | 39467 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1963.95 |
| Q1 | 9785.75 |
| median | 19637.5 |
| Q3 | 29520.25 |
| 95-th percentile | 37468.05 |
| Maximum | 39467 |
| Range | 39467 |
| Interquartile range (IQR) | 19734.5 |
Descriptive statistics
| Standard deviation | 11391.376 |
|---|---|
| Coefficient of variation (CV) | 0.57924226 |
| Kurtosis | -1.2001035 |
| Mean | 19665.996 |
| Median Absolute Deviation (MAD) | 9867.5 |
| Skewness | 0.0064016661 |
| Sum | 7.8663985 × 108 |
| Variance | 1.2976345 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10021 | 3 | < 0.1% |
| 15502 | 3 | < 0.1% |
| 8286 | 3 | < 0.1% |
| 1554 | 3 | < 0.1% |
| 30218 | 3 | < 0.1% |
| 20773 | 3 | < 0.1% |
| 15255 | 3 | < 0.1% |
| 1207 | 3 | < 0.1% |
| 2525 | 3 | < 0.1% |
| 19495 | 3 | < 0.1% |
| Other values (39458) | 39970 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 39467 | 1 | |
| 39466 | 1 | |
| 39465 | 1 | |
| 39464 | 1 | |
| 39463 | 1 | |
| 39462 | 1 | |
| 39461 | 1 | |
| 39460 | 1 | |
| 39459 | 1 | |
| 39458 | 1 |
Annual_Mileage
Real number (ℝ)
High correlation 
| Distinct | 12420 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11514.875 |
| Minimum | 5000 |
|---|---|
| Maximum | 18000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 5000 |
|---|---|
| 5-th percentile | 5651 |
| Q1 | 8269 |
| median | 11525 |
| Q3 | 14744.25 |
| 95-th percentile | 17381 |
| Maximum | 18000 |
| Range | 13000 |
| Interquartile range (IQR) | 6475.25 |
Descriptive statistics
| Standard deviation | 3751.5059 |
|---|---|
| Coefficient of variation (CV) | 0.32579649 |
| Kurtosis | -1.1939645 |
| Mean | 11514.875 |
| Median Absolute Deviation (MAD) | 3237 |
| Skewness | -0.0036930663 |
| Sum | 4.6059501 × 108 |
| Variance | 14073796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7478 | 12 | < 0.1% |
| 8149 | 11 | < 0.1% |
| 14053 | 11 | < 0.1% |
| 5671 | 11 | < 0.1% |
| 8365 | 11 | < 0.1% |
| 15058 | 11 | < 0.1% |
| 5258 | 10 | < 0.1% |
| 9412 | 10 | < 0.1% |
| 7054 | 10 | < 0.1% |
| 12308 | 10 | < 0.1% |
| Other values (12410) | 39893 |
| Value | Count | Frequency (%) |
| 5000 | 2 | < 0.1% |
| 5001 | 5 | |
| 5003 | 2 | < 0.1% |
| 5004 | 2 | < 0.1% |
| 5005 | 3 | |
| 5006 | 4 | |
| 5007 | 4 | |
| 5008 | 3 | |
| 5009 | 6 | |
| 5010 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 18000 | 3 | < 0.1% |
| 17999 | 2 | < 0.1% |
| 17998 | 2 | < 0.1% |
| 17997 | 4 | |
| 17996 | 2 | < 0.1% |
| 17995 | 1 | < 0.1% |
| 17994 | 6 | |
| 17993 | 9 | |
| 17992 | 2 | < 0.1% |
| 17991 | 2 | < 0.1% |
DiffIN_Mileage
Real number (ℝ)
| Distinct | 5991 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4991.5305 |
| Minimum | 2000 |
|---|---|
| Maximum | 8000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2300 |
| Q1 | 3476 |
| median | 4998 |
| Q3 | 6479.25 |
| 95-th percentile | 7693 |
| Maximum | 8000 |
| Range | 6000 |
| Interquartile range (IQR) | 3003.25 |
Descriptive statistics
| Standard deviation | 1733.428 |
|---|---|
| Coefficient of variation (CV) | 0.34727385 |
| Kurtosis | -1.2042321 |
| Mean | 4991.5305 |
| Median Absolute Deviation (MAD) | 1502 |
| Skewness | 0.0015414506 |
| Sum | 1.9966122 × 108 |
| Variance | 3004772.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2353 | 16 | < 0.1% |
| 6979 | 16 | < 0.1% |
| 2938 | 16 | < 0.1% |
| 6073 | 16 | < 0.1% |
| 5026 | 16 | < 0.1% |
| 6180 | 16 | < 0.1% |
| 2891 | 16 | < 0.1% |
| 4977 | 16 | < 0.1% |
| 5764 | 16 | < 0.1% |
| 5650 | 15 | < 0.1% |
| Other values (5981) | 39841 |
| Value | Count | Frequency (%) |
| 2000 | 9 | |
| 2001 | 8 | |
| 2002 | 3 | < 0.1% |
| 2003 | 4 | < 0.1% |
| 2004 | 10 | |
| 2005 | 3 | < 0.1% |
| 2006 | 7 | |
| 2007 | 10 | |
| 2008 | 5 | |
| 2009 | 7 |
| Value | Count | Frequency (%) |
| 8000 | 8 | |
| 7999 | 8 | |
| 7998 | 9 | |
| 7997 | 6 | |
| 7996 | 2 | < 0.1% |
| 7995 | 9 | |
| 7994 | 4 | |
| 7993 | 6 | |
| 7992 | 6 | |
| 7991 | 5 |
Low_Mileage_Discount
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32376 | |
| 1 | 7624 | 19.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32376 | |
| 1 | 7624 | 19.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32376 | |
| 1 | 7624 | 19.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32376 | |
| 1 | 7624 | 19.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32376 | |
| 1 | 7624 | 19.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32376 | |
| 1 | 7624 | 19.1% |
Fraud_Ind
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30120 | |
| 1 | 9880 | 24.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30120 | |
| 1 | 9880 | 24.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30120 | |
| 1 | 9880 | 24.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30120 | |
| 1 | 9880 | 24.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30120 | |
| 1 | 9880 | 24.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30120 | |
| 1 | 9880 | 24.7% |
Commute_Discount
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 0 | |
|---|---|
| 1 | 783 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 39217 | |
| 1 | 783 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 39217 | |
| 1 | 783 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39217 | |
| 1 | 783 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 39217 | |
| 1 | 783 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 39217 | |
| 1 | 783 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 39217 | |
| 1 | 783 | 2.0% |
Total_Claim
Real number (ℝ)
High correlation 
| Distinct | 39692 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13951.283 |
| Minimum | 500.5 |
|---|---|
| Maximum | 124800.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 500.5 |
|---|---|
| 5-th percentile | 1750.3205 |
| Q1 | 6738.325 |
| median | 12978.85 |
| Q3 | 19272.135 |
| 95-th percentile | 24245.684 |
| Maximum | 124800.15 |
| Range | 124299.65 |
| Interquartile range (IQR) | 12533.81 |
Descriptive statistics
| Standard deviation | 11716.935 |
|---|---|
| Coefficient of variation (CV) | 0.83984639 |
| Kurtosis | 30.522216 |
| Mean | 13951.283 |
| Median Absolute Deviation (MAD) | 6265.445 |
| Skewness | 4.329865 |
| Sum | 5.5805134 × 108 |
| Variance | 1.3728657 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1595.41 | 2 | < 0.1% |
| 6811.39 | 2 | < 0.1% |
| 12880.53 | 2 | < 0.1% |
| 21334.81 | 2 | < 0.1% |
| 5432.89 | 2 | < 0.1% |
| 4934.48 | 2 | < 0.1% |
| 14749.86 | 2 | < 0.1% |
| 13941.31 | 2 | < 0.1% |
| 19203.57 | 2 | < 0.1% |
| 23606.3 | 2 | < 0.1% |
| Other values (39682) | 39980 |
| Value | Count | Frequency (%) |
| 500.5 | 1 | |
| 500.78 | 1 | |
| 501.19 | 1 | |
| 501.61 | 1 | |
| 503.42 | 1 | |
| 503.63 | 1 | |
| 504.56 | 1 | |
| 504.81 | 1 | |
| 505.46 | 1 | |
| 505.5 | 1 |
| Value | Count | Frequency (%) |
| 124800.15 | 1 | |
| 124792.9 | 1 | |
| 124656.66 | 1 | |
| 124544.09 | 1 | |
| 124336.07 | 1 | |
| 124326.95 | 1 | |
| 124323.38 | 1 | |
| 124150.33 | 1 | |
| 123870.15 | 1 | |
| 123799 | 1 |
Injury_Claim
Real number (ℝ)
High correlation 
| Distinct | 39044 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4624.4331 |
| Minimum | 0.1 |
|---|---|
| Maximum | 110881.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 165.9595 |
| Q1 | 1069.505 |
| median | 2935.56 |
| Q3 | 6432.6575 |
| 95-th percentile | 13831.655 |
| Maximum | 110881.29 |
| Range | 110881.19 |
| Interquartile range (IQR) | 5363.1525 |
Descriptive statistics
| Standard deviation | 5691.8822 |
|---|---|
| Coefficient of variation (CV) | 1.2308281 |
| Kurtosis | 44.933067 |
| Mean | 4624.4331 |
| Median Absolute Deviation (MAD) | 2239.47 |
| Skewness | 4.7503209 |
| Sum | 1.8497732 × 108 |
| Variance | 32397523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 521.93 | 3 | < 0.1% |
| 934.78 | 3 | < 0.1% |
| 607.21 | 3 | < 0.1% |
| 653.69 | 3 | < 0.1% |
| 698.41 | 3 | < 0.1% |
| 714.06 | 3 | < 0.1% |
| 761.59 | 3 | < 0.1% |
| 4952.84 | 3 | < 0.1% |
| 936.29 | 3 | < 0.1% |
| 1997.14 | 3 | < 0.1% |
| Other values (39034) | 39970 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.16 | 1 | |
| 0.22 | 1 | |
| 0.28 | 1 | |
| 0.3 | 1 | |
| 0.32 | 1 | |
| 0.37 | 1 | |
| 0.42 | 1 | |
| 0.46 | 1 | |
| 0.52 | 1 |
| Value | Count | Frequency (%) |
| 110881.29 | 1 | |
| 104428.15 | 1 | |
| 98980.65 | 1 | |
| 91310 | 1 | |
| 88903.77 | 1 | |
| 88787.5 | 1 | |
| 88002.34 | 1 | |
| 86677.63 | 1 | |
| 82919.69 | 1 | |
| 82626.69 | 1 |
Property_Claim
Real number (ℝ)
High correlation 
| Distinct | 39024 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4668.0915 |
| Minimum | 0.12 |
|---|---|
| Maximum | 109176.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 163.315 |
| Q1 | 1058.97 |
| median | 2946.64 |
| Q3 | 6486.4575 |
| 95-th percentile | 13975.612 |
| Maximum | 109176.92 |
| Range | 109176.8 |
| Interquartile range (IQR) | 5427.4875 |
Descriptive statistics
| Standard deviation | 5798.0082 |
|---|---|
| Coefficient of variation (CV) | 1.2420511 |
| Kurtosis | 45.953359 |
| Mean | 4668.0915 |
| Median Absolute Deviation (MAD) | 2264.54 |
| Skewness | 4.8200446 |
| Sum | 1.8672366 × 108 |
| Variance | 33616900 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 423.12 | 3 | < 0.1% |
| 90.2 | 3 | < 0.1% |
| 334 | 3 | < 0.1% |
| 1004.73 | 3 | < 0.1% |
| 257.14 | 3 | < 0.1% |
| 225.19 | 3 | < 0.1% |
| 590.29 | 3 | < 0.1% |
| 12.13 | 3 | < 0.1% |
| 486.51 | 3 | < 0.1% |
| 672.63 | 3 | < 0.1% |
| Other values (39014) | 39970 |
| Value | Count | Frequency (%) |
| 0.12 | 1 | |
| 0.23 | 2 | |
| 0.28 | 1 | |
| 0.41 | 1 | |
| 0.48 | 1 | |
| 0.49 | 1 | |
| 0.5 | 1 | |
| 0.55 | 1 | |
| 0.6 | 1 | |
| 0.66 | 1 |
| Value | Count | Frequency (%) |
| 109176.92 | 1 | |
| 103039.43 | 1 | |
| 95370.83 | 1 | |
| 94543.71 | 1 | |
| 92796.26 | 1 | |
| 92578.86 | 1 | |
| 91395.72 | 1 | |
| 91220.28 | 1 | |
| 90015.93 | 1 | |
| 89837.08 | 1 |
Vehicle_Claim
Real number (ℝ)
High correlation 
| Distinct | 39027 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4658.7589 |
| Minimum | 0.05 |
|---|---|
| Maximum | 123443.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 170.129 |
| Q1 | 1069.015 |
| median | 2931.14 |
| Q3 | 6434.28 |
| 95-th percentile | 13903.03 |
| Maximum | 123443.92 |
| Range | 123443.87 |
| Interquartile range (IQR) | 5365.265 |
Descriptive statistics
| Standard deviation | 5955.1534 |
|---|---|
| Coefficient of variation (CV) | 1.2782704 |
| Kurtosis | 59.597341 |
| Mean | 4658.7589 |
| Median Absolute Deviation (MAD) | 2240.2 |
| Skewness | 5.5330453 |
| Sum | 1.8635036 × 108 |
| Variance | 35463852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92.65 | 4 | < 0.1% |
| 55.58 | 3 | < 0.1% |
| 576.07 | 3 | < 0.1% |
| 758.45 | 3 | < 0.1% |
| 100.72 | 3 | < 0.1% |
| 2179.68 | 3 | < 0.1% |
| 355.29 | 3 | < 0.1% |
| 901.53 | 3 | < 0.1% |
| 243.78 | 3 | < 0.1% |
| 814.35 | 3 | < 0.1% |
| Other values (39017) | 39969 |
| Value | Count | Frequency (%) |
| 0.05 | 1 | |
| 0.12 | 1 | |
| 0.29 | 1 | |
| 0.31 | 1 | |
| 0.34 | 1 | |
| 0.35 | 1 | |
| 0.38 | 1 | |
| 0.47 | 1 | |
| 0.8 | 1 | |
| 0.89 | 1 |
| Value | Count | Frequency (%) |
| 123443.92 | 1 | |
| 120248.01 | 1 | |
| 110793.62 | 1 | |
| 104118.42 | 1 | |
| 102161.66 | 1 | |
| 99565.62 | 1 | |
| 97752.2 | 1 | |
| 97141.8 | 1 | |
| 95707.62 | 1 | |
| 95228.96 | 1 |
Unique 
| Distinct | 40000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Unique
| Unique | 40000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | IF47V1395 |
|---|---|
| 2nd row | EI51L7783 |
| 3rd row | MU37B8905 |
| 4th row | RI52Q2108 |
| 5th row | UX39O9355 |
| Value | Count | Frequency (%) |
| bo39h8755 | 1 | < 0.1% |
| lw96p6191 | 1 | < 0.1% |
| rh78o6052 | 1 | < 0.1% |
| wl64r4628 | 1 | < 0.1% |
| al10u7726 | 1 | < 0.1% |
| gl82i4112 | 1 | < 0.1% |
| ca53e2408 | 1 | < 0.1% |
| ig87m9245 | 1 | < 0.1% |
| pf04a5492 | 1 | < 0.1% |
| uc61e1433 | 1 | < 0.1% |
| Other values (39990) | 39990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 24177 | 6.7% |
| 7 | 24149 | 6.7% |
| 0 | 24137 | 6.7% |
| 5 | 24068 | 6.7% |
| 6 | 24040 | 6.7% |
| 9 | 24021 | 6.7% |
| 1 | 23938 | 6.6% |
| 4 | 23932 | 6.6% |
| 8 | 23908 | 6.6% |
| 3 | 23630 | 6.6% |
| Other values (26) | 120000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 360000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 24177 | 6.7% |
| 7 | 24149 | 6.7% |
| 0 | 24137 | 6.7% |
| 5 | 24068 | 6.7% |
| 6 | 24040 | 6.7% |
| 9 | 24021 | 6.7% |
| 1 | 23938 | 6.6% |
| 4 | 23932 | 6.6% |
| 8 | 23908 | 6.6% |
| 3 | 23630 | 6.6% |
| Other values (26) | 120000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 360000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 24177 | 6.7% |
| 7 | 24149 | 6.7% |
| 0 | 24137 | 6.7% |
| 5 | 24068 | 6.7% |
| 6 | 24040 | 6.7% |
| 9 | 24021 | 6.7% |
| 1 | 23938 | 6.6% |
| 4 | 23932 | 6.6% |
| 8 | 23908 | 6.6% |
| 3 | 23630 | 6.6% |
| Other values (26) | 120000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 360000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 24177 | 6.7% |
| 7 | 24149 | 6.7% |
| 0 | 24137 | 6.7% |
| 5 | 24068 | 6.7% |
| 6 | 24040 | 6.7% |
| 9 | 24021 | 6.7% |
| 1 | 23938 | 6.6% |
| 4 | 23932 | 6.6% |
| 8 | 23908 | 6.6% |
| 3 | 23630 | 6.6% |
| Other values (26) | 120000 |
Check_Point
Boolean
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 40000 |
Wait_Policy_BI
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 250 | |
|---|---|
| 100 | |
| 500 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 500 |
|---|---|
| 2nd row | 250 |
| 3rd row | 500 |
| 4th row | 500 |
| 5th row | 250 |
Common Values
| Value | Count | Frequency (%) |
| 250 | 14047 | |
| 100 | 13962 | |
| 500 | 11991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 250 | 14047 | |
| 100 | 13962 | |
| 500 | 11991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 65953 | |
| 5 | 26038 | 21.7% |
| 2 | 14047 | 11.7% |
| 1 | 13962 | 11.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 65953 | |
| 5 | 26038 | 21.7% |
| 2 | 14047 | 11.7% |
| 1 | 13962 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 65953 | |
| 5 | 26038 | 21.7% |
| 2 | 14047 | 11.7% |
| 1 | 13962 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 65953 | |
| 5 | 26038 | 21.7% |
| 2 | 14047 | 11.7% |
| 1 | 13962 | 11.6% |
Indemnity_Policy_BI
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 500 | |
|---|---|
| 300 | |
| 1000 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.299775 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1000 |
|---|---|
| 2nd row | 500 |
| 3rd row | 1000 |
| 4th row | 1000 |
| 5th row | 500 |
Common Values
| Value | Count | Frequency (%) |
| 500 | 14047 | |
| 300 | 13962 | |
| 1000 | 11991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 500 | 14047 | |
| 300 | 13962 | |
| 1000 | 11991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 91991 | |
| 5 | 14047 | 10.6% |
| 3 | 13962 | 10.6% |
| 1 | 11991 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 131991 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 91991 | |
| 5 | 14047 | 10.6% |
| 3 | 13962 | 10.6% |
| 1 | 11991 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 131991 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 91991 | |
| 5 | 14047 | 10.6% |
| 3 | 13962 | 10.6% |
| 1 | 11991 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 131991 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 91991 | |
| 5 | 14047 | 10.6% |
| 3 | 13962 | 10.6% |
| 1 | 11991 | 9.1% |
Policy_Duration
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 182 | |
|---|---|
| 183 | |
| 184 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 183 |
|---|---|
| 2nd row | 183 |
| 3rd row | 182 |
| 4th row | 184 |
| 5th row | 182 |
Common Values
| Value | Count | Frequency (%) |
| 182 | 19183 | |
| 183 | 15873 | |
| 184 | 4944 | 12.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 182 | 19183 | |
| 183 | 15873 | |
| 184 | 4944 | 12.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 40000 | |
| 8 | 40000 | |
| 2 | 19183 | |
| 3 | 15873 | 13.2% |
| 4 | 4944 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 40000 | |
| 8 | 40000 | |
| 2 | 19183 | |
| 3 | 15873 | 13.2% |
| 4 | 4944 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 40000 | |
| 8 | 40000 | |
| 2 | 19183 | |
| 3 | 15873 | 13.2% |
| 4 | 4944 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 40000 | |
| 8 | 40000 | |
| 2 | 19183 | |
| 3 | 15873 | 13.2% |
| 4 | 4944 | 4.1% |
Claim_Duration
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.57595 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 6271 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9217502 |
|---|---|
| Coefficient of variation (CV) | 0.74603553 |
| Kurtosis | 24.952476 |
| Mean | 2.57595 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4278849 |
| Sum | 103038 |
| Variance | 3.6931239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 7387 | |
| 4 | 6848 | |
| 1 | 6581 | |
| 5 | 6450 | |
| 2 | 6381 | |
| 0 | 6271 | |
| 24 | 44 | 0.1% |
| 22 | 38 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6271 | |
| 1 | 6581 | |
| 2 | 6381 | |
| 3 | 7387 | |
| 4 | 6848 | |
| 5 | 6450 | |
| 22 | 38 | 0.1% |
| 24 | 44 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 44 | 0.1% |
| 22 | 38 | 0.1% |
| 5 | 6450 | |
| 4 | 6848 | |
| 3 | 7387 | |
| 2 | 6381 | |
| 1 | 6581 | |
| 0 | 6271 |
License_Validity
Real number (ℝ)
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 615.45565 |
| Minimum | -31 |
|---|---|
| Maximum | 800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 120 |
| Negative (%) | 0.3% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -31 |
|---|---|
| 5-th percentile | 457 |
| Q1 | 525 |
| median | 613 |
| Q3 | 708 |
| 95-th percentile | 784 |
| Maximum | 800 |
| Range | 831 |
| Interquartile range (IQR) | 183 |
Descriptive statistics
| Standard deviation | 110.31943 |
|---|---|
| Coefficient of variation (CV) | 0.17924838 |
| Kurtosis | 1.8530167 |
| Mean | 615.45565 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | -0.49379764 |
| Sum | 24618226 |
| Variance | 12170.376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 555 | 384 | 1.0% |
| 493 | 322 | 0.8% |
| 653 | 300 | 0.8% |
| 442 | 286 | 0.7% |
| 464 | 285 | 0.7% |
| 727 | 276 | 0.7% |
| 468 | 271 | 0.7% |
| 792 | 270 | 0.7% |
| 564 | 258 | 0.6% |
| 505 | 248 | 0.6% |
| Other values (328) | 37100 |
| Value | Count | Frequency (%) |
| -31 | 88 | 0.2% |
| -3 | 32 | 0.1% |
| 440 | 120 | |
| 441 | 27 | 0.1% |
| 442 | 286 | |
| 444 | 38 | 0.1% |
| 445 | 45 | 0.1% |
| 446 | 185 | |
| 447 | 196 | |
| 448 | 162 |
| Value | Count | Frequency (%) |
| 800 | 131 | |
| 799 | 150 | |
| 798 | 114 | |
| 797 | 89 | 0.2% |
| 796 | 95 | 0.2% |
| 795 | 29 | 0.1% |
| 794 | 211 | |
| 793 | 40 | 0.1% |
| 792 | 270 | |
| 791 | 72 | 0.2% |
Claim_Intensity
Real number (ℝ)
High correlation  Unique 
| Distinct | 40000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3080196 |
| Minimum | 0.014704362 |
|---|---|
| Maximum | 24.346494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | 0.014704362 |
|---|---|
| 5-th percentile | 0.12611242 |
| Q1 | 0.48880897 |
| median | 0.97620152 |
| Q3 | 1.691503 |
| 95-th percentile | 3.481008 |
| Maximum | 24.346494 |
| Range | 24.33179 |
| Interquartile range (IQR) | 1.202694 |
Descriptive statistics
| Standard deviation | 1.3972289 |
|---|---|
| Coefficient of variation (CV) | 1.0682018 |
| Kurtosis | 49.191414 |
| Mean | 1.3080196 |
| Median Absolute Deviation (MAD) | 0.56118633 |
| Skewness | 5.1224974 |
| Sum | 52320.782 |
| Variance | 1.9522485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.08651982 | 1 | < 0.1% |
| 1.2549517 | 1 | < 0.1% |
| 1.587984703 | 1 | < 0.1% |
| 2.200506195 | 1 | < 0.1% |
| 0.3420427459 | 1 | < 0.1% |
| 1.028926965 | 1 | < 0.1% |
| 1.764629219 | 1 | < 0.1% |
| 0.6152593894 | 1 | < 0.1% |
| 0.6787233257 | 1 | < 0.1% |
| 4.930511476 | 1 | < 0.1% |
| Other values (39990) | 39990 |
| Value | Count | Frequency (%) |
| 0.01470436223 | 1 | |
| 0.01491654901 | 1 | |
| 0.01539820592 | 1 | |
| 0.01598206206 | 1 | |
| 0.01656775198 | 1 | |
| 0.01660708909 | 1 | |
| 0.01673108375 | 1 | |
| 0.01676805407 | 1 | |
| 0.01690968735 | 1 | |
| 0.01737441711 | 1 |
| Value | Count | Frequency (%) |
| 24.34649429 | 1 | |
| 23.60781233 | 1 | |
| 23.21718458 | 1 | |
| 22.34737802 | 1 | |
| 21.98347044 | 1 | |
| 21.47589948 | 1 | |
| 20.87335621 | 1 | |
| 20.62194693 | 1 | |
| 20.55833118 | 1 | |
| 20.47413589 | 1 |
Interactions
Correlations
| Acccident_City | Acccident_State | Accident_Hour | Accident_Severity | Accident_Type | Age_Insured | Annual_Mileage | Auto_Make | Auto_Model | Auto_Year | Bodily_Injuries | Capital_Gains | Capital_Loss | Claim_Duration | Claim_Intensity | Collision_Type | Commute_Discount | Customer_Life_Value1 | DiffIN_Mileage | Education | Fraud_Ind | Garage_Location | Hobbies | Indemnity_Policy_BI | Injury_Claim | Insured_Relationship | Insured_Zip | License_Validity | Low_Mileage_Discount | Num_of_Vehicles_Involved | Occupation | Police_Report | Policy_BI | Policy_Ded | Policy_Duration | Policy_Num | Policy_Premium | Policy_State | Property_Claim | Property_Damage | Total_Claim | Umbrella_Limit | Vehicle_Claim | Vehicle_Color | Vehicle_Cost | Wait_Policy_BI | Witnesses | authorities_contacted | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acccident_City | 1.000 | 0.060 | 0.088 | 0.063 | 0.081 | 0.091 | 0.005 | 0.084 | 0.091 | 0.090 | 0.071 | 0.083 | 0.092 | 0.073 | 0.014 | 0.080 | 0.014 | 0.000 | 0.006 | 0.072 | 0.048 | 0.073 | 0.138 | 0.062 | 0.000 | 0.076 | 0.081 | 0.087 | 0.000 | 0.075 | 0.105 | 0.071 | 0.062 | 0.064 | 0.062 | 0.085 | 0.095 | 0.082 | 0.004 | 0.103 | 0.003 | 0.111 | 0.005 | 0.032 | 0.075 | 0.062 | 0.095 | 0.089 |
| Acccident_State | 0.060 | 1.000 | 0.102 | 0.083 | 0.080 | 0.084 | 0.000 | 0.104 | 0.113 | 0.101 | 0.078 | 0.090 | 0.092 | 0.073 | 0.015 | 0.095 | 0.007 | 0.000 | 0.000 | 0.085 | 0.129 | 0.043 | 0.152 | 0.063 | 0.013 | 0.084 | 0.083 | 0.062 | 0.000 | 0.083 | 0.121 | 0.083 | 0.063 | 0.083 | 0.055 | 0.111 | 0.095 | 0.070 | 0.000 | 0.061 | 0.000 | 0.111 | 0.000 | 0.035 | 0.079 | 0.063 | 0.080 | 0.078 |
| Accident_Hour | 0.088 | 0.102 | 1.000 | 0.218 | 0.282 | 0.105 | 0.001 | -0.004 | -0.051 | -0.069 | 0.106 | -0.013 | -0.032 | 0.035 | 0.040 | 0.291 | 0.012 | -0.007 | 0.001 | -0.063 | 0.150 | 0.064 | 0.131 | 0.079 | 0.001 | 0.097 | 0.013 | 0.038 | 0.012 | 0.150 | 0.103 | 0.086 | 0.079 | 0.128 | 0.097 | 0.034 | -0.000 | 0.102 | -0.003 | 0.086 | -0.002 | -0.015 | -0.005 | -0.008 | -0.075 | 0.079 | 0.110 | 0.199 |
| Accident_Severity | 0.063 | 0.083 | 0.218 | 1.000 | 0.426 | 0.106 | 0.000 | 0.075 | 0.090 | 0.092 | 0.028 | 0.088 | 0.087 | 0.061 | 0.013 | 0.426 | 0.037 | 0.000 | 0.015 | 0.074 | 0.515 | 0.099 | 0.137 | 0.055 | 0.007 | 0.064 | 0.066 | 0.046 | 0.004 | 0.177 | 0.114 | 0.061 | 0.055 | 0.025 | 0.065 | 0.093 | 0.076 | 0.036 | 0.009 | 0.084 | 0.004 | 0.101 | 0.000 | 0.028 | 0.088 | 0.055 | 0.059 | 0.314 |
| Accident_Type | 0.081 | 0.080 | 0.282 | 0.426 | 1.000 | 0.089 | 0.006 | 0.081 | 0.114 | 0.078 | 0.053 | 0.095 | 0.083 | 0.049 | 0.013 | 0.579 | 0.024 | 0.000 | 0.000 | 0.079 | 0.172 | 0.079 | 0.142 | 0.056 | 0.000 | 0.059 | 0.071 | 0.049 | 0.011 | 0.577 | 0.117 | 0.059 | 0.056 | 0.061 | 0.105 | 0.096 | 0.094 | 0.043 | 0.000 | 0.035 | 0.011 | 0.069 | 0.000 | 0.013 | 0.052 | 0.056 | 0.047 | 0.447 |
| Age_Insured | 0.091 | 0.084 | 0.105 | 0.106 | 0.089 | 1.000 | 0.005 | 0.013 | 0.018 | -0.014 | 0.082 | -0.021 | -0.002 | 0.017 | 0.008 | 0.114 | 0.000 | 0.001 | 0.004 | -0.000 | 0.073 | 0.117 | 0.130 | 0.089 | 0.001 | 0.098 | -0.001 | 0.035 | 0.000 | 0.121 | 0.111 | 0.073 | 0.089 | 0.087 | 0.072 | 0.053 | 0.029 | 0.080 | 0.013 | 0.088 | 0.010 | -0.004 | 0.008 | -0.016 | -0.002 | 0.089 | 0.104 | 0.091 |
| Annual_Mileage | 0.005 | 0.000 | 0.001 | 0.000 | 0.006 | 0.005 | 1.000 | -0.009 | -0.001 | -0.001 | 0.009 | 0.010 | 0.005 | -0.000 | 0.003 | 0.007 | 0.009 | -0.006 | -0.003 | 0.005 | 0.000 | 0.014 | 0.009 | 0.009 | 0.005 | 0.000 | -0.003 | 0.002 | 0.978 | 0.008 | 0.000 | 0.000 | 0.009 | 0.000 | 0.003 | 0.005 | -0.004 | 0.000 | 0.008 | 0.000 | 0.006 | 0.014 | 0.003 | 0.002 | 0.003 | 0.009 | 0.008 | 0.000 |
| Auto_Make | 0.084 | 0.104 | -0.004 | 0.075 | 0.081 | 0.013 | -0.009 | 1.000 | -0.186 | -0.002 | 0.057 | 0.040 | -0.045 | -0.019 | 0.048 | 0.082 | 0.014 | -0.003 | 0.003 | 0.052 | 0.070 | 0.120 | 0.144 | 0.079 | 0.004 | 0.099 | -0.029 | -0.013 | 0.010 | 0.083 | 0.103 | 0.086 | 0.079 | 0.090 | 0.118 | -0.026 | 0.010 | 0.117 | 0.001 | 0.082 | 0.001 | 0.002 | 0.007 | -0.017 | -0.082 | 0.079 | 0.083 | 0.094 |
| Auto_Model | 0.091 | 0.113 | -0.051 | 0.090 | 0.114 | 0.018 | -0.001 | -0.186 | 1.000 | 0.010 | 0.058 | 0.040 | -0.033 | 0.022 | -0.074 | 0.079 | 0.006 | 0.002 | 0.003 | 0.049 | 0.093 | 0.155 | 0.148 | 0.088 | -0.008 | 0.096 | 0.034 | -0.037 | 0.011 | 0.109 | 0.110 | 0.097 | 0.088 | 0.097 | 0.109 | -0.031 | -0.030 | 0.102 | -0.011 | 0.075 | -0.011 | 0.023 | -0.003 | 0.118 | 0.114 | 0.088 | 0.079 | 0.093 |
| Auto_Year | 0.090 | 0.101 | -0.069 | 0.092 | 0.078 | -0.014 | -0.001 | -0.002 | 0.010 | 1.000 | 0.099 | 0.004 | 0.087 | -0.018 | -0.514 | 0.088 | 0.017 | 0.012 | 0.005 | 0.016 | 0.125 | 0.093 | 0.135 | 0.071 | -0.003 | 0.099 | 0.024 | 0.025 | 0.000 | 0.077 | 0.125 | 0.119 | 0.071 | 0.099 | 0.100 | 0.009 | 0.019 | 0.094 | -0.010 | 0.106 | -0.012 | 0.022 | -0.003 | 0.008 | 0.930 | 0.071 | 0.072 | 0.100 |
| Bodily_Injuries | 0.071 | 0.078 | 0.106 | 0.028 | 0.053 | 0.082 | 0.009 | 0.057 | 0.058 | 0.099 | 1.000 | 0.110 | 0.070 | 0.039 | 0.007 | 0.024 | 0.000 | 0.006 | 0.000 | 0.073 | 0.036 | 0.033 | 0.115 | 0.036 | 0.000 | 0.060 | 0.067 | 0.093 | 0.000 | 0.049 | 0.150 | 0.035 | 0.036 | 0.047 | 0.046 | 0.091 | 0.069 | 0.065 | 0.000 | 0.040 | 0.009 | 0.113 | 0.006 | 0.013 | 0.064 | 0.036 | 0.064 | 0.055 |
| Capital_Gains | 0.083 | 0.090 | -0.013 | 0.088 | 0.095 | -0.021 | 0.010 | 0.040 | 0.040 | 0.004 | 0.110 | 1.000 | -0.047 | 0.010 | -0.016 | 0.074 | 0.000 | -0.006 | -0.011 | 0.036 | 0.060 | 0.060 | 0.151 | 0.091 | -0.002 | 0.085 | 0.015 | 0.041 | 0.009 | 0.112 | 0.107 | 0.081 | 0.091 | 0.091 | 0.120 | -0.019 | -0.008 | 0.094 | -0.004 | 0.093 | -0.006 | -0.046 | -0.007 | 0.016 | 0.017 | 0.091 | 0.096 | 0.079 |
| Capital_Loss | 0.092 | 0.092 | -0.032 | 0.087 | 0.083 | -0.002 | 0.005 | -0.045 | -0.033 | 0.087 | 0.070 | -0.047 | 1.000 | 0.009 | -0.032 | 0.101 | 0.000 | -0.003 | 0.001 | 0.048 | 0.057 | 0.092 | 0.141 | 0.075 | 0.005 | 0.105 | 0.038 | -0.001 | 0.006 | 0.078 | 0.111 | 0.103 | 0.075 | 0.086 | 0.115 | -0.011 | 0.030 | 0.102 | 0.009 | 0.118 | 0.010 | -0.017 | 0.012 | -0.003 | 0.082 | 0.075 | 0.094 | 0.097 |
| Claim_Duration | 0.073 | 0.073 | 0.035 | 0.061 | 0.049 | 0.017 | -0.000 | -0.019 | 0.022 | -0.018 | 0.039 | 0.010 | 0.009 | 1.000 | 0.004 | 0.057 | 0.000 | 0.001 | -0.007 | 0.011 | 0.104 | 0.271 | 0.128 | 0.074 | 0.008 | 0.081 | 0.013 | -0.027 | 0.003 | 0.032 | 0.117 | 0.043 | 0.074 | 0.047 | 0.017 | -0.039 | -0.035 | 0.070 | -0.001 | 0.041 | 0.004 | 0.011 | 0.001 | 0.006 | -0.003 | 0.074 | 0.065 | 0.055 |
| Claim_Intensity | 0.014 | 0.015 | 0.040 | 0.013 | 0.013 | 0.008 | 0.003 | 0.048 | -0.074 | -0.514 | 0.007 | -0.016 | -0.032 | 0.004 | 1.000 | 0.014 | 0.000 | -0.010 | 0.003 | -0.005 | 0.021 | 0.000 | 0.019 | 0.000 | 0.503 | 0.022 | -0.015 | -0.018 | 0.005 | 0.015 | 0.020 | 0.030 | 0.000 | 0.028 | 0.034 | -0.011 | 0.009 | 0.021 | 0.510 | 0.010 | 0.799 | -0.013 | 0.502 | -0.008 | -0.556 | 0.000 | 0.021 | 0.018 |
| Collision_Type | 0.080 | 0.095 | 0.291 | 0.426 | 0.579 | 0.114 | 0.007 | 0.082 | 0.079 | 0.088 | 0.024 | 0.074 | 0.101 | 0.057 | 0.014 | 1.000 | 0.027 | 0.005 | 0.003 | 0.094 | 0.176 | 0.070 | 0.147 | 0.071 | 0.000 | 0.066 | 0.042 | 0.043 | 0.006 | 0.235 | 0.110 | 0.063 | 0.071 | 0.044 | 0.090 | 0.084 | 0.088 | 0.056 | 0.000 | 0.036 | 0.011 | 0.072 | 0.006 | 0.030 | 0.084 | 0.071 | 0.074 | 0.444 |
| Commute_Discount | 0.014 | 0.007 | 0.012 | 0.037 | 0.024 | 0.000 | 0.009 | 0.014 | 0.006 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 1.000 | 0.000 | 0.000 | 0.000 | 0.081 | 0.008 | 0.033 | 0.000 | 0.000 | 0.009 | 0.000 | 0.006 | 0.002 | 0.010 | 0.004 | 0.000 | 0.000 | 0.002 | 0.000 | 0.003 | 0.003 | 0.000 | 0.023 | 0.000 | 0.009 | 0.002 | 0.000 | 0.000 | 0.011 | 0.000 | 0.008 | 0.016 |
| Customer_Life_Value1 | 0.000 | 0.000 | -0.007 | 0.000 | 0.000 | 0.001 | -0.006 | -0.003 | 0.002 | 0.012 | 0.006 | -0.006 | -0.003 | 0.001 | -0.010 | 0.005 | 0.000 | 1.000 | 0.006 | -0.002 | 0.000 | 0.012 | 0.000 | 0.005 | -0.000 | 0.000 | 0.004 | -0.009 | 0.015 | 0.000 | 0.000 | 0.007 | 0.005 | 0.000 | 0.004 | 0.003 | 0.001 | 0.000 | 0.000 | 0.000 | -0.002 | 0.004 | 0.002 | -0.001 | 0.013 | 0.005 | 0.000 | 0.010 |
| DiffIN_Mileage | 0.006 | 0.000 | 0.001 | 0.015 | 0.000 | 0.004 | -0.003 | 0.003 | 0.003 | 0.005 | 0.000 | -0.011 | 0.001 | -0.007 | 0.003 | 0.003 | 0.000 | 0.006 | 1.000 | -0.003 | 0.011 | 0.012 | 0.009 | 0.000 | 0.006 | 0.000 | 0.002 | 0.002 | 0.000 | 0.000 | 0.008 | 0.004 | 0.000 | 0.008 | 0.005 | 0.002 | -0.002 | 0.007 | 0.003 | 0.000 | 0.005 | 0.004 | 0.002 | -0.005 | 0.004 | 0.000 | 0.000 | 0.000 |
| Education | 0.072 | 0.085 | -0.063 | 0.074 | 0.079 | -0.000 | 0.005 | 0.052 | 0.049 | 0.016 | 0.073 | 0.036 | 0.048 | 0.011 | -0.005 | 0.094 | 0.000 | -0.002 | -0.003 | 1.000 | 0.034 | 0.072 | 0.134 | 0.098 | -0.003 | 0.087 | 0.020 | 0.020 | 0.000 | 0.083 | 0.125 | 0.092 | 0.098 | 0.079 | 0.080 | -0.000 | -0.020 | 0.086 | 0.004 | 0.077 | 0.005 | -0.015 | 0.006 | 0.009 | 0.019 | 0.098 | 0.095 | 0.061 |
| Fraud_Ind | 0.048 | 0.129 | 0.150 | 0.515 | 0.172 | 0.073 | 0.000 | 0.070 | 0.093 | 0.125 | 0.036 | 0.060 | 0.057 | 0.104 | 0.021 | 0.176 | 0.081 | 0.000 | 0.011 | 0.034 | 1.000 | 0.136 | 0.405 | 0.044 | 0.000 | 0.078 | 0.089 | 0.100 | 0.000 | 0.063 | 0.130 | 0.029 | 0.044 | 0.036 | 0.034 | 0.129 | 0.094 | 0.040 | 0.002 | 0.086 | 0.000 | 0.107 | 0.010 | 0.023 | 0.117 | 0.044 | 0.088 | 0.169 |
| Garage_Location | 0.073 | 0.043 | 0.064 | 0.099 | 0.079 | 0.117 | 0.014 | 0.120 | 0.155 | 0.093 | 0.033 | 0.060 | 0.092 | 0.271 | 0.000 | 0.070 | 0.008 | 0.012 | 0.012 | 0.072 | 0.136 | 1.000 | 0.125 | 0.033 | 0.006 | 0.043 | 0.052 | 0.061 | 0.000 | 0.066 | 0.086 | 0.033 | 0.033 | 0.059 | 0.014 | 0.098 | 0.089 | 0.025 | 0.000 | 0.028 | 0.005 | 0.183 | 0.000 | 0.035 | 0.084 | 0.033 | 0.042 | 0.059 |
| Hobbies | 0.138 | 0.152 | 0.131 | 0.137 | 0.142 | 0.130 | 0.009 | 0.144 | 0.148 | 0.135 | 0.115 | 0.151 | 0.141 | 0.128 | 0.019 | 0.147 | 0.033 | 0.000 | 0.009 | 0.134 | 0.405 | 0.125 | 1.000 | 0.133 | 0.000 | 0.141 | 0.138 | 0.133 | 0.000 | 0.130 | 0.145 | 0.169 | 0.133 | 0.109 | 0.121 | 0.121 | 0.126 | 0.149 | 0.000 | 0.114 | 0.006 | 0.133 | 0.007 | 0.050 | 0.107 | 0.133 | 0.140 | 0.126 |
| Indemnity_Policy_BI | 0.062 | 0.063 | 0.079 | 0.055 | 0.056 | 0.089 | 0.009 | 0.079 | 0.088 | 0.071 | 0.036 | 0.091 | 0.075 | 0.074 | 0.000 | 0.071 | 0.000 | 0.005 | 0.000 | 0.098 | 0.044 | 0.033 | 0.133 | 1.000 | 0.008 | 0.083 | 0.034 | 0.063 | 0.000 | 0.040 | 0.125 | 0.056 | 1.000 | 0.030 | 0.035 | 0.101 | 0.127 | 0.032 | 0.006 | 0.018 | 0.000 | 0.081 | 0.000 | 0.019 | 0.068 | 1.000 | 0.059 | 0.078 |
| Injury_Claim | 0.000 | 0.013 | 0.001 | 0.007 | 0.000 | 0.001 | 0.005 | 0.004 | -0.008 | -0.003 | 0.000 | -0.002 | 0.005 | 0.008 | 0.503 | 0.000 | 0.000 | -0.000 | 0.006 | -0.003 | 0.000 | 0.006 | 0.000 | 0.008 | 1.000 | 0.000 | 0.001 | -0.014 | 0.000 | 0.000 | 0.008 | 0.000 | 0.008 | 0.000 | 0.000 | 0.001 | 0.004 | 0.000 | 0.144 | 0.006 | 0.601 | 0.011 | 0.148 | 0.006 | -0.007 | 0.008 | 0.000 | 0.000 |
| Insured_Relationship | 0.076 | 0.084 | 0.097 | 0.064 | 0.059 | 0.098 | 0.000 | 0.099 | 0.096 | 0.099 | 0.060 | 0.085 | 0.105 | 0.081 | 0.022 | 0.066 | 0.009 | 0.000 | 0.000 | 0.087 | 0.078 | 0.043 | 0.141 | 0.083 | 0.000 | 1.000 | 0.059 | 0.073 | 0.000 | 0.067 | 0.126 | 0.061 | 0.083 | 0.055 | 0.093 | 0.098 | 0.072 | 0.046 | 0.000 | 0.056 | 0.009 | 0.102 | 0.005 | 0.029 | 0.095 | 0.083 | 0.064 | 0.078 |
| Insured_Zip | 0.081 | 0.083 | 0.013 | 0.066 | 0.071 | -0.001 | -0.003 | -0.029 | 0.034 | 0.024 | 0.067 | 0.015 | 0.038 | 0.013 | -0.015 | 0.042 | 0.000 | 0.004 | 0.002 | 0.020 | 0.089 | 0.052 | 0.138 | 0.034 | 0.001 | 0.059 | 1.000 | 0.002 | 0.000 | 0.070 | 0.138 | 0.089 | 0.034 | 0.055 | 0.072 | 0.029 | 0.040 | 0.072 | 0.003 | 0.072 | -0.002 | 0.001 | -0.008 | 0.023 | 0.023 | 0.034 | 0.051 | 0.056 |
| License_Validity | 0.087 | 0.062 | 0.038 | 0.046 | 0.049 | 0.035 | 0.002 | -0.013 | -0.037 | 0.025 | 0.093 | 0.041 | -0.001 | -0.027 | -0.018 | 0.043 | 0.006 | -0.009 | 0.002 | 0.020 | 0.100 | 0.061 | 0.133 | 0.063 | -0.014 | 0.073 | 0.002 | 1.000 | 0.013 | 0.070 | 0.101 | 0.082 | 0.063 | 0.091 | 0.070 | 0.025 | 0.063 | 0.027 | -0.002 | 0.095 | -0.005 | -0.036 | 0.007 | -0.002 | 0.022 | 0.063 | 0.078 | 0.064 |
| Low_Mileage_Discount | 0.000 | 0.000 | 0.012 | 0.004 | 0.011 | 0.000 | 0.978 | 0.010 | 0.011 | 0.000 | 0.000 | 0.009 | 0.006 | 0.003 | 0.005 | 0.006 | 0.002 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 1.000 | 0.006 | 0.004 | 0.000 | 0.000 | 0.000 | 0.008 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.012 | 0.011 | 0.000 | 0.008 | 0.000 | 0.007 | 0.000 |
| Num_of_Vehicles_Involved | 0.075 | 0.083 | 0.150 | 0.177 | 0.577 | 0.121 | 0.008 | 0.083 | 0.109 | 0.077 | 0.049 | 0.112 | 0.078 | 0.032 | 0.015 | 0.235 | 0.010 | 0.000 | 0.000 | 0.083 | 0.063 | 0.066 | 0.130 | 0.040 | 0.000 | 0.067 | 0.070 | 0.070 | 0.006 | 1.000 | 0.112 | 0.051 | 0.040 | 0.074 | 0.103 | 0.092 | 0.067 | 0.044 | 0.000 | 0.040 | 0.006 | 0.126 | 0.000 | 0.020 | 0.071 | 0.040 | 0.044 | 0.178 |
| Occupation | 0.105 | 0.121 | 0.103 | 0.114 | 0.117 | 0.111 | 0.000 | 0.103 | 0.110 | 0.125 | 0.150 | 0.107 | 0.111 | 0.117 | 0.020 | 0.110 | 0.004 | 0.000 | 0.008 | 0.125 | 0.130 | 0.086 | 0.145 | 0.125 | 0.008 | 0.126 | 0.138 | 0.101 | 0.004 | 0.112 | 1.000 | 0.117 | 0.125 | 0.144 | 0.096 | 0.128 | 0.120 | 0.089 | 0.007 | 0.079 | 0.004 | 0.114 | 0.000 | 0.034 | 0.101 | 0.125 | 0.116 | 0.105 |
| Police_Report | 0.071 | 0.083 | 0.086 | 0.061 | 0.059 | 0.073 | 0.000 | 0.086 | 0.097 | 0.119 | 0.035 | 0.081 | 0.103 | 0.043 | 0.030 | 0.063 | 0.000 | 0.007 | 0.004 | 0.092 | 0.029 | 0.033 | 0.169 | 0.056 | 0.000 | 0.061 | 0.089 | 0.082 | 0.000 | 0.051 | 0.117 | 1.000 | 0.056 | 0.030 | 0.048 | 0.116 | 0.107 | 0.058 | 0.011 | 0.055 | 0.009 | 0.116 | 0.010 | 0.024 | 0.093 | 0.056 | 0.045 | 0.056 |
| Policy_BI | 0.062 | 0.063 | 0.079 | 0.055 | 0.056 | 0.089 | 0.009 | 0.079 | 0.088 | 0.071 | 0.036 | 0.091 | 0.075 | 0.074 | 0.000 | 0.071 | 0.000 | 0.005 | 0.000 | 0.098 | 0.044 | 0.033 | 0.133 | 1.000 | 0.008 | 0.083 | 0.034 | 0.063 | 0.000 | 0.040 | 0.125 | 0.056 | 1.000 | 0.030 | 0.035 | 0.101 | 0.127 | 0.032 | 0.006 | 0.018 | 0.000 | 0.081 | 0.000 | 0.019 | 0.068 | 1.000 | 0.059 | 0.078 |
| Policy_Ded | 0.064 | 0.083 | 0.128 | 0.025 | 0.061 | 0.087 | 0.000 | 0.090 | 0.097 | 0.099 | 0.047 | 0.091 | 0.086 | 0.047 | 0.028 | 0.044 | 0.002 | 0.000 | 0.008 | 0.079 | 0.036 | 0.059 | 0.109 | 0.030 | 0.000 | 0.055 | 0.055 | 0.091 | 0.000 | 0.074 | 0.144 | 0.030 | 0.030 | 1.000 | 0.036 | 0.100 | 0.108 | 0.042 | 0.000 | 0.022 | 0.007 | 0.094 | 0.000 | 0.024 | 0.072 | 0.030 | 0.068 | 0.066 |
| Policy_Duration | 0.062 | 0.055 | 0.097 | 0.065 | 0.105 | 0.072 | 0.003 | 0.118 | 0.109 | 0.100 | 0.046 | 0.120 | 0.115 | 0.017 | 0.034 | 0.090 | 0.000 | 0.004 | 0.005 | 0.080 | 0.034 | 0.014 | 0.121 | 0.035 | 0.000 | 0.093 | 0.072 | 0.070 | 0.008 | 0.103 | 0.096 | 0.048 | 0.035 | 0.036 | 1.000 | 0.080 | 0.088 | 0.037 | 0.006 | 0.050 | 0.000 | 0.100 | 0.000 | 0.017 | 0.073 | 0.035 | 0.052 | 0.071 |
| Policy_Num | 0.085 | 0.111 | 0.034 | 0.093 | 0.096 | 0.053 | 0.005 | -0.026 | -0.031 | 0.009 | 0.091 | -0.019 | -0.011 | -0.039 | -0.011 | 0.084 | 0.003 | 0.003 | 0.002 | -0.000 | 0.129 | 0.098 | 0.121 | 0.101 | 0.001 | 0.098 | 0.029 | 0.025 | 0.015 | 0.092 | 0.128 | 0.116 | 0.101 | 0.100 | 0.080 | 1.000 | 0.010 | 0.085 | -0.002 | 0.076 | -0.001 | -0.006 | -0.002 | -0.013 | 0.024 | 0.101 | 0.104 | 0.104 |
| Policy_Premium | 0.095 | 0.095 | -0.000 | 0.076 | 0.094 | 0.029 | -0.004 | 0.010 | -0.030 | 0.019 | 0.069 | -0.008 | 0.030 | -0.035 | 0.009 | 0.088 | 0.003 | 0.001 | -0.002 | -0.020 | 0.094 | 0.089 | 0.126 | 0.127 | 0.004 | 0.072 | 0.040 | 0.063 | 0.000 | 0.067 | 0.120 | 0.107 | 0.127 | 0.108 | 0.088 | 0.010 | 1.000 | 0.088 | 0.005 | 0.111 | 0.006 | -0.003 | 0.003 | -0.016 | -0.006 | 0.127 | 0.102 | 0.097 |
| Policy_State | 0.082 | 0.070 | 0.102 | 0.036 | 0.043 | 0.080 | 0.000 | 0.117 | 0.102 | 0.094 | 0.065 | 0.094 | 0.102 | 0.070 | 0.021 | 0.056 | 0.000 | 0.000 | 0.007 | 0.086 | 0.040 | 0.025 | 0.149 | 0.032 | 0.000 | 0.046 | 0.072 | 0.027 | 0.000 | 0.044 | 0.089 | 0.058 | 0.032 | 0.042 | 0.037 | 0.085 | 0.088 | 1.000 | 0.012 | 0.059 | 0.000 | 0.095 | 0.007 | 0.028 | 0.092 | 0.032 | 0.034 | 0.046 |
| Property_Claim | 0.004 | 0.000 | -0.003 | 0.009 | 0.000 | 0.013 | 0.008 | 0.001 | -0.011 | -0.010 | 0.000 | -0.004 | 0.009 | -0.001 | 0.510 | 0.000 | 0.023 | 0.000 | 0.003 | 0.004 | 0.002 | 0.000 | 0.000 | 0.006 | 0.144 | 0.000 | 0.003 | -0.002 | 0.000 | 0.000 | 0.007 | 0.011 | 0.006 | 0.000 | 0.006 | -0.002 | 0.005 | 0.012 | 1.000 | 0.003 | 0.602 | -0.003 | 0.147 | 0.006 | -0.014 | 0.006 | 0.006 | 0.006 |
| Property_Damage | 0.103 | 0.061 | 0.086 | 0.084 | 0.035 | 0.088 | 0.000 | 0.082 | 0.075 | 0.106 | 0.040 | 0.093 | 0.118 | 0.041 | 0.010 | 0.036 | 0.000 | 0.000 | 0.000 | 0.077 | 0.086 | 0.028 | 0.114 | 0.018 | 0.006 | 0.056 | 0.072 | 0.095 | 0.000 | 0.040 | 0.079 | 0.055 | 0.018 | 0.022 | 0.050 | 0.076 | 0.111 | 0.059 | 0.003 | 1.000 | 0.008 | 0.096 | 0.000 | 0.017 | 0.069 | 0.018 | 0.040 | 0.031 |
| Total_Claim | 0.003 | 0.000 | -0.002 | 0.004 | 0.011 | 0.010 | 0.006 | 0.001 | -0.011 | -0.012 | 0.009 | -0.006 | 0.010 | 0.004 | 0.799 | 0.011 | 0.009 | -0.002 | 0.005 | 0.005 | 0.000 | 0.005 | 0.006 | 0.000 | 0.601 | 0.009 | -0.002 | -0.005 | 0.011 | 0.006 | 0.004 | 0.009 | 0.000 | 0.007 | 0.000 | -0.001 | 0.006 | 0.000 | 0.602 | 0.008 | 1.000 | 0.003 | 0.602 | 0.004 | -0.016 | 0.000 | 0.004 | 0.005 |
| Umbrella_Limit | 0.111 | 0.111 | -0.015 | 0.101 | 0.069 | -0.004 | 0.014 | 0.002 | 0.023 | 0.022 | 0.113 | -0.046 | -0.017 | 0.011 | -0.013 | 0.072 | 0.002 | 0.004 | 0.004 | -0.015 | 0.107 | 0.183 | 0.133 | 0.081 | 0.011 | 0.102 | 0.001 | -0.036 | 0.012 | 0.126 | 0.114 | 0.116 | 0.081 | 0.094 | 0.100 | -0.006 | -0.003 | 0.095 | -0.003 | 0.096 | 0.003 | 1.000 | -0.002 | -0.006 | 0.022 | 0.081 | 0.076 | 0.084 |
| Vehicle_Claim | 0.005 | 0.000 | -0.005 | 0.000 | 0.000 | 0.008 | 0.003 | 0.007 | -0.003 | -0.003 | 0.006 | -0.007 | 0.012 | 0.001 | 0.502 | 0.006 | 0.000 | 0.002 | 0.002 | 0.006 | 0.010 | 0.000 | 0.007 | 0.000 | 0.148 | 0.005 | -0.008 | 0.007 | 0.011 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | -0.002 | 0.003 | 0.007 | 0.147 | 0.000 | 0.602 | -0.002 | 1.000 | -0.000 | -0.004 | 0.000 | 0.000 | 0.008 |
| Vehicle_Color | 0.032 | 0.035 | -0.008 | 0.028 | 0.013 | -0.016 | 0.002 | -0.017 | 0.118 | 0.008 | 0.013 | 0.016 | -0.003 | 0.006 | -0.008 | 0.030 | 0.000 | -0.001 | -0.005 | 0.009 | 0.023 | 0.035 | 0.050 | 0.019 | 0.006 | 0.029 | 0.023 | -0.002 | 0.000 | 0.020 | 0.034 | 0.024 | 0.019 | 0.024 | 0.017 | -0.013 | -0.016 | 0.028 | 0.006 | 0.017 | 0.004 | -0.006 | -0.000 | 1.000 | 0.020 | 0.019 | 0.016 | 0.030 |
| Vehicle_Cost | 0.075 | 0.079 | -0.075 | 0.088 | 0.052 | -0.002 | 0.003 | -0.082 | 0.114 | 0.930 | 0.064 | 0.017 | 0.082 | -0.003 | -0.556 | 0.084 | 0.011 | 0.013 | 0.004 | 0.019 | 0.117 | 0.084 | 0.107 | 0.068 | -0.007 | 0.095 | 0.023 | 0.022 | 0.008 | 0.071 | 0.101 | 0.093 | 0.068 | 0.072 | 0.073 | 0.024 | -0.006 | 0.092 | -0.014 | 0.069 | -0.016 | 0.022 | -0.004 | 0.020 | 1.000 | 0.068 | 0.075 | 0.071 |
| Wait_Policy_BI | 0.062 | 0.063 | 0.079 | 0.055 | 0.056 | 0.089 | 0.009 | 0.079 | 0.088 | 0.071 | 0.036 | 0.091 | 0.075 | 0.074 | 0.000 | 0.071 | 0.000 | 0.005 | 0.000 | 0.098 | 0.044 | 0.033 | 0.133 | 1.000 | 0.008 | 0.083 | 0.034 | 0.063 | 0.000 | 0.040 | 0.125 | 0.056 | 1.000 | 0.030 | 0.035 | 0.101 | 0.127 | 0.032 | 0.006 | 0.018 | 0.000 | 0.081 | 0.000 | 0.019 | 0.068 | 1.000 | 0.059 | 0.078 |
| Witnesses | 0.095 | 0.080 | 0.110 | 0.059 | 0.047 | 0.104 | 0.008 | 0.083 | 0.079 | 0.072 | 0.064 | 0.096 | 0.094 | 0.065 | 0.021 | 0.074 | 0.008 | 0.000 | 0.000 | 0.095 | 0.088 | 0.042 | 0.140 | 0.059 | 0.000 | 0.064 | 0.051 | 0.078 | 0.007 | 0.044 | 0.116 | 0.045 | 0.059 | 0.068 | 0.052 | 0.104 | 0.102 | 0.034 | 0.006 | 0.040 | 0.004 | 0.076 | 0.000 | 0.016 | 0.075 | 0.059 | 1.000 | 0.061 |
| authorities_contacted | 0.089 | 0.078 | 0.199 | 0.314 | 0.447 | 0.091 | 0.000 | 0.094 | 0.093 | 0.100 | 0.055 | 0.079 | 0.097 | 0.055 | 0.018 | 0.444 | 0.016 | 0.010 | 0.000 | 0.061 | 0.169 | 0.059 | 0.126 | 0.078 | 0.000 | 0.078 | 0.056 | 0.064 | 0.000 | 0.178 | 0.105 | 0.056 | 0.078 | 0.066 | 0.071 | 0.104 | 0.097 | 0.046 | 0.006 | 0.031 | 0.005 | 0.084 | 0.008 | 0.030 | 0.071 | 0.078 | 0.061 | 1.000 |
Missing values
Sample
| Claim_ID | Bind_Date1 | Customer_Life_Value1 | Age_Insured | Policy_Num | Policy_State | Policy_Start_Date | Policy_Expiry_Date | Policy_BI | Policy_Ded | Policy_Premium | Umbrella_Limit | Insured_Zip | Gender | Education | Occupation | Hobbies | Insured_Relationship | Capital_Gains | Capital_Loss | Garage_Location | Accident_Date | Accident_Type | Collision_Type | Accident_Severity | authorities_contacted | Acccident_State | Acccident_City | Accident_Location | Accident_Hour | Num_of_Vehicles_Involved | Property_Damage | Bodily_Injuries | Witnesses | Police_Report | DL_Expiry_Date | Claims_Date | Auto_Make | Auto_Model | Auto_Year | Vehicle_Color | Vehicle_Cost | Annual_Mileage | DiffIN_Mileage | Low_Mileage_Discount | Fraud_Ind | Commute_Discount | Total_Claim | Injury_Claim | Property_Claim | Vehicle_Claim | Vehicle_Registration | Check_Point | Wait_Policy_BI | Indemnity_Policy_BI | Policy_Duration | Claim_Duration | License_Validity | Claim_Intensity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AA00000001 | 2023-01-01 | 12 | 28 | 123790687 | 0 | 2023-10-13 | 2024-04-13 | 500/1000 | 1000 | 986.53 | 0 | 472720 | 0 | 2 | adm-clerical | polo | other-relative | 62700 | 0 | No | 2024-02-16 | 2 | 1 | 2 | 0 | VA | Columbus | 7819 Oak St | 11 | 1 | 0 | 0 | 2 | 1 | 2025-08-12 | 2024-02-17 | 6 | 8 | 1 | 5 | 5047 | 15093 | 2499 | 0 | 0 | 0 | 6162.56 | 714.94 | 5370.74 | 76.88 | IF47V1395 | No | 500 | 1000 | 183 | 1 | 543 | 0.967605 |
| 1 | AA00000002 | 2023-01-01 | 12 | 31 | 129044473 | 1 | 2023-10-21 | 2024-04-21 | 250/500 | 500 | 1163.83 | 0 | 604874 | 0 | 0 | protective-serv | movies | husband | 37700 | 0 | No | 2024-02-21 | 0 | 2 | 0 | 2 | NC | Arlington | 7609 Rock St | 21 | 4 | 2 | 2 | 0 | 2 | 2026-04-15 | 2024-02-26 | 1 | 5 | 6 | 0 | 22911 | 5824 | 4242 | 1 | 0 | 0 | 20402.38 | 7669.31 | 5708.22 | 7024.85 | EI51L7783 | No | 250 | 500 | 183 | 5 | 784 | 1.428140 |
| 2 | AA00000003 | 2022-07-01 | 18 | 50 | 146863149 | 0 | 2023-11-26 | 2024-05-26 | 500/1000 | 500 | 889.13 | 0 | 459429 | 0 | 5 | priv-house-serv | board-games | other-relative | 0 | 0 | No | 2024-02-26 | 0 | 1 | 2 | 3 | PA | Northbend | 4618 Flute Ave | 14 | 3 | 0 | 0 | 2 | 0 | 2026-04-24 | 2024-03-01 | 1 | 4 | 9 | 2 | 36954 | 10527 | 2346 | 0 | 0 | 0 | 10839.12 | 3646.11 | 3468.94 | 3724.07 | MU37B8905 | No | 500 | 1000 | 182 | 4 | 788 | 0.446172 |
| 3 | AA00000004 | 2023-01-01 | 12 | 37 | 163100869 | 1 | 2023-08-08 | 2024-02-08 | 500/1000 | 1000 | 1060.74 | 0 | 471585 | 0 | 6 | tech-support | reading | own-child | 0 | -51500 | No | 2024-01-09 | 2 | 1 | 0 | 0 | SC | Columbus | 1229 5th Ave | 15 | 1 | 2 | 2 | 3 | 2 | 2026-03-17 | 2024-01-13 | 11 | 19 | 9 | 2 | 37237 | 11603 | 2425 | 0 | 1 | 0 | 17423.88 | 5585.62 | 1863.46 | 9974.80 | RI52Q2108 | No | 500 | 1000 | 184 | 4 | 798 | 0.710414 |
| 4 | AA00000005 | 2022-03-01 | 22 | 28 | 185582958 | 0 | 2023-11-12 | 2024-05-12 | 250/500 | 1000 | 1235.14 | 0 | 443567 | 0 | 4 | exec-managerial | camping | husband | 0 | -32100 | No | 2024-02-17 | 0 | 2 | 2 | 2 | OH | Hillsdale | 1643 Washington Hwy | 20 | 3 | 1 | 0 | 1 | 2 | 2025-11-01 | 2024-02-20 | 13 | 28 | 6 | 2 | 25102 | 5982 | 3890 | 1 | 0 | 0 | 24527.38 | 7224.79 | 3074.12 | 14228.47 | UX39O9355 | No | 250 | 500 | 182 | 3 | 623 | 1.619571 |
| 5 | AA00000006 | 2022-08-01 | 17 | 32 | 189063232 | 1 | 2023-11-06 | 2024-05-06 | 500/1000 | 500 | 1592.41 | 0 | 474324 | 0 | 5 | prof-specialty | yachting | husband | 58900 | -29100 | No | 2024-02-06 | 2 | 1 | 2 | 0 | WV | Columbus | 5771 Best St | 22 | 1 | 1 | 2 | 3 | 1 | 2025-12-16 | 2024-02-10 | 7 | 36 | 9 | 0 | 35702 | 8541 | 6745 | 0 | 0 | 0 | 2675.78 | 112.04 | 2493.54 | 70.20 | XK41H9013 | No | 500 | 1000 | 182 | 4 | 679 | 0.115095 |
| 6 | AA00000007 | 2022-07-01 | 18 | 40 | 145356955 | 2 | 2023-10-16 | 2024-04-16 | 100/300 | 500 | 1463.95 | 0 | 430567 | 0 | 3 | sales | skydiving | own-child | 0 | 0 | No | 2024-02-11 | 0 | 1 | 2 | 3 | NC | Springfield | 4545 4th Ridge | 20 | 3 | 1 | 0 | 0 | 1 | 2026-03-09 | 2024-02-11 | 4 | 27 | 2 | 0 | 8818 | 17466 | 6836 | 0 | 0 | 0 | 19160.58 | 4890.49 | 3242.39 | 11027.70 | MY30O4303 | No | 100 | 300 | 183 | 0 | 757 | 2.501907 |
| 7 | AA00000008 | 2022-02-01 | 23 | 32 | 193384481 | 2 | 2023-10-14 | 2024-04-14 | 250/500 | 1000 | 988.93 | 0 | 614187 | 0 | 2 | craft-repair | golf | unmarried | 27600 | 0 | No | 2024-01-23 | 2 | 0 | 2 | 2 | NY | Columbus | 2889 Francis St | 11 | 1 | 1 | 2 | 3 | 1 | 2025-10-30 | 2024-01-26 | 4 | 27 | 6 | 4 | 23410 | 9425 | 7446 | 0 | 0 | 0 | 5644.45 | 470.30 | 317.06 | 4857.09 | II74U8175 | No | 250 | 500 | 183 | 3 | 646 | 0.389656 |
| 8 | AA00000009 | 2022-11-01 | 14 | 32 | 120145403 | 1 | 2023-08-26 | 2024-02-26 | 500/1000 | 500 | 1612.43 | 0 | 456762 | 0 | 4 | other-service | yachting | own-child | 36400 | 0 | No | 2024-01-08 | 2 | 2 | 2 | 1 | VA | Springfield | 2087 Apache Ave | 2 | 1 | 1 | 2 | 1 | 1 | 2025-06-11 | 2024-01-11 | 2 | 0 | 9 | 0 | 36278 | 8038 | 6603 | 0 | 0 | 0 | 17963.30 | 3941.90 | 7210.56 | 6810.84 | UD66G3260 | No | 500 | 1000 | 184 | 3 | 520 | 0.757358 |
| 9 | AA00000010 | 2022-05-01 | 20 | 40 | 133676496 | 1 | 2023-10-05 | 2024-04-05 | 500/1000 | 1000 | 1361.45 | 0 | 604833 | 0 | 6 | handlers-cleaners | camping | unmarried | 39300 | 0 | No | 2024-02-15 | 2 | 1 | 1 | 0 | OH | Northbend | 7570 Cherokee Drive | 12 | 1 | 2 | 0 | 2 | 1 | 2025-11-12 | 2024-02-19 | 11 | 15 | 6 | 2 | 25445 | 6344 | 4353 | 1 | 0 | 0 | 4589.87 | 1423.96 | 362.22 | 2803.69 | QM79R9596 | No | 500 | 1000 | 183 | 4 | 636 | 0.300274 |
| Claim_ID | Bind_Date1 | Customer_Life_Value1 | Age_Insured | Policy_Num | Policy_State | Policy_Start_Date | Policy_Expiry_Date | Policy_BI | Policy_Ded | Policy_Premium | Umbrella_Limit | Insured_Zip | Gender | Education | Occupation | Hobbies | Insured_Relationship | Capital_Gains | Capital_Loss | Garage_Location | Accident_Date | Accident_Type | Collision_Type | Accident_Severity | authorities_contacted | Acccident_State | Acccident_City | Accident_Location | Accident_Hour | Num_of_Vehicles_Involved | Property_Damage | Bodily_Injuries | Witnesses | Police_Report | DL_Expiry_Date | Claims_Date | Auto_Make | Auto_Model | Auto_Year | Vehicle_Color | Vehicle_Cost | Annual_Mileage | DiffIN_Mileage | Low_Mileage_Discount | Fraud_Ind | Commute_Discount | Total_Claim | Injury_Claim | Property_Claim | Vehicle_Claim | Vehicle_Registration | Check_Point | Wait_Policy_BI | Indemnity_Policy_BI | Policy_Duration | Claim_Duration | License_Validity | Claim_Intensity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39990 | AA00039991 | 2022-03-01 | 22 | 38 | 156536910 | 1 | 2023-09-19 | 2024-03-19 | 100/300 | 2000 | 1540.19 | 0 | 463842 | 0 | 1 | adm-clerical | skydiving | other-relative | 0 | -74500 | No | 2024-02-01 | 2 | 0 | 0 | 2 | VA | Columbus | 5506 Best St | 20 | 1 | 2 | 2 | 0 | 0 | 2025-05-11 | 2024-02-01 | 3 | 32 | 4 | 3 | 14715 | 17043 | 2799 | 0 | 1 | 0 | 17273.06 | 1711.76 | 1456.96 | 14104.34 | CA53E2408 | No | 100 | 300 | 182 | 0 | 465 | 1.693598 |
| 39991 | AA00039992 | 2022-01-01 | 24 | 43 | 118379385 | 0 | 2023-09-27 | 2024-03-27 | 500/1000 | 1000 | 1387.51 | 0 | 609390 | 0 | 0 | sales | base-jumping | not-in-family | 0 | 0 | No | 2024-01-11 | 0 | 2 | 1 | 1 | NY | Riverwood | 1102 Apache Hwy | 19 | 3 | 2 | 1 | 3 | 2 | 2025-08-16 | 2024-01-14 | 7 | 36 | 4 | 0 | 15502 | 14545 | 6088 | 0 | 0 | 0 | 3916.90 | 1660.24 | 179.37 | 2077.29 | IG87M9245 | No | 500 | 1000 | 182 | 3 | 583 | 0.373081 |
| 39992 | AA00039993 | 2022-09-01 | 16 | 40 | 153939978 | 0 | 2023-09-18 | 2024-03-18 | 100/300 | 500 | 1238.65 | 0 | 468702 | 0 | 2 | transport-moving | bungie-jumping | husband | 0 | -44600 | No | 2024-01-27 | 3 | 3 | 3 | 3 | WV | Springfield | 9744 Texas Drive | 5 | 1 | 2 | 1 | 1 | 0 | 2026-02-17 | 2024-01-28 | 10 | 3 | 7 | 2 | 30676 | 8052 | 3027 | 0 | 0 | 0 | 2065.00 | 153.36 | 294.76 | 1616.88 | PF04A5492 | No | 100 | 300 | 182 | 1 | 752 | 0.114457 |
| 39993 | AA00039994 | 2023-01-01 | 12 | 20 | 150511023 | 2 | 2023-10-12 | 2024-04-12 | 500/1000 | 1000 | 1189.98 | 4000000 | 613327 | 0 | 2 | craft-repair | golf | other-relative | 0 | -54700 | No | 2024-02-01 | 2 | 2 | 1 | 2 | WV | Columbus | 1953 Sky Lane | 22 | 1 | 0 | 1 | 3 | 1 | 2026-02-26 | 2024-02-01 | 1 | 5 | 5 | 2 | 20312 | 16860 | 4828 | 0 | 0 | 0 | 16640.55 | 5302.33 | 5124.67 | 6213.55 | UC61E1433 | No | 500 | 1000 | 183 | 0 | 756 | 1.304235 |
| 39994 | AA00039995 | 2022-04-01 | 21 | 38 | 111297648 | 2 | 2023-10-21 | 2024-04-21 | 250/500 | 500 | 1405.71 | 0 | 465376 | 0 | 6 | craft-repair | camping | unmarried | 0 | 0 | No | 2024-02-01 | 2 | 1 | 2 | 3 | SC | Arlington | 9878 Washington Ave | 10 | 1 | 1 | 0 | 1 | 0 | 2025-05-29 | 2024-02-01 | 13 | 28 | 2 | 2 | 7400 | 8127 | 4694 | 0 | 0 | 0 | 15247.39 | 9347.73 | 2966.37 | 2933.29 | EB57J1220 | No | 250 | 500 | 183 | 0 | 483 | 2.080791 |
| 39995 | AA00039996 | 2022-04-01 | 21 | 41 | 172942578 | 1 | 2023-09-22 | 2024-03-22 | 250/500 | 1000 | 817.28 | 0 | 460263 | 0 | 2 | sales | cross-fit | unmarried | 62200 | 0 | No | 2024-01-03 | 0 | 1 | 2 | 0 | SC | Columbus | 4095 MLK St | 17 | 3 | 1 | 1 | 1 | 0 | 2025-11-20 | 2024-01-04 | 8 | 24 | 8 | 0 | 32504 | 12705 | 7701 | 0 | 1 | 0 | 20237.87 | 11144.27 | 8766.96 | 326.64 | MW01M5376 | No | 250 | 500 | 182 | 1 | 687 | 1.013797 |
| 39996 | AA00039997 | 2022-03-01 | 22 | 35 | 172923725 | 1 | 2023-08-11 | 2024-02-11 | 500/1000 | 1000 | 1346.27 | 0 | 468508 | 0 | 5 | farming-fishing | cross-fit | not-in-family | 44900 | -91400 | No | 2024-01-03 | 2 | 0 | 2 | 0 | WV | Arlington | 6492 4th Lane | 11 | 1 | 0 | 0 | 2 | 2 | 2025-06-18 | 2024-01-07 | 2 | 37 | 7 | 2 | 39161 | 14289 | 3850 | 0 | 0 | 0 | 6414.64 | 3827.30 | 1292.39 | 1294.95 | JL94U7211 | No | 500 | 1000 | 184 | 4 | 532 | 0.168932 |
| 39997 | AA00039998 | 2022-09-01 | 16 | 36 | 150605464 | 1 | 2023-09-20 | 2024-03-20 | 500/1000 | 2000 | 1318.24 | 9000000 | 601748 | 0 | 1 | prof-specialty | kayaking | not-in-family | 0 | -78600 | No | 2024-01-30 | 1 | 3 | 3 | 4 | WV | Arlington | 5540 Sky St | 9 | 1 | 0 | 0 | 1 | 1 | 2025-08-13 | 2024-01-30 | 4 | 27 | 3 | 5 | 12136 | 11625 | 2959 | 0 | 0 | 0 | 1569.74 | 70.74 | 497.39 | 1001.61 | CJ70W1494 | No | 500 | 1000 | 182 | 0 | 561 | 0.175290 |
| 39998 | AA00039999 | 2022-06-01 | 19 | 26 | 112928572 | 1 | 2023-10-03 | 2024-04-03 | 250/500 | 1000 | 1252.08 | 0 | 465456 | 0 | 1 | exec-managerial | sleeping | not-in-family | 0 | 0 | No | 2024-02-08 | 0 | 1 | 0 | 2 | VA | Springfield | 6191 Oak Lane | 4 | 2 | 2 | 2 | 2 | 0 | 2025-09-26 | 2024-02-10 | 6 | 8 | 5 | 0 | 18160 | 8398 | 2641 | 0 | 1 | 0 | 16628.75 | 534.44 | 9268.58 | 6825.73 | GI44P0705 | No | 250 | 500 | 183 | 2 | 596 | 1.385210 |
| 39999 | AA00040000 | 2022-01-01 | 24 | 35 | 155203481 | 2 | 2023-10-12 | 2024-04-12 | 500/1000 | 2000 | 1123.89 | 0 | 468313 | 0 | 4 | priv-house-serv | video-games | unmarried | 35400 | -49200 | No | 2024-01-21 | 0 | 0 | 2 | 1 | NY | Columbus | 4119 Texas St | 0 | 3 | 1 | 1 | 3 | 2 | 2026-03-31 | 2024-01-23 | 11 | 15 | 9 | 5 | 36366 | 9880 | 4627 | 0 | 0 | 0 | 534.66 | 115.40 | 68.86 | 350.40 | TS11D6570 | No | 500 | 1000 | 183 | 2 | 800 | 0.022470 |